This repository hosts the full MedHEB-Bench benchmark — a multimodal medical embedding / retrieval benchmark spanning 2D imaging, 3D imaging, and biomedical text.
Rows3,478,908
Configurations3
Size1.2 TB
Licenseother
AccessPublicly accessible
Monthly Downloads351
Dataset Card
This repository hosts the full MedHEB-Bench benchmark — a multimodal medical embedding / retrieval benchmark spanning 2D imaging, 3D imaging, and biomedical text. A small reviewer-facing sample (≈ 2.5 GB) is available separately at Test JSON (under 2DTask/, 3DTask/, TextTask/): Train JSONL (under TrainData/) — chat-style records with messages / images / positivemessages: Image paths in test JSONs resolve relative to the matching sub-folder under 2DImages/ / 3DImages/. Train JSONL paths are relative to the repository root. Image archives for the following datasets are not redistributed here because their upstream license / data-use agreements restrict re-hosting. A LICENSENOTICE.md…
Excerpt from the card by MEDHEB, licensed other.
Structure
2D-train 3,007,791 rows
| Split | Rows | Size |
|---|---|---|
| train | 3,007,791 | 960.0 MB |
messageslistimageslistpositive_messageslistpositive_imageslist
Text-test 5,114 rows
| Split | Rows | Size |
|---|---|---|
| test | 5,114 | 1.6 GB |
qry_inststringqry_textstringtgt_textlist
Text-train 466,003 rows
| Split | Rows | Size |
|---|---|---|
| train | 466,003 | 455.6 MB |
messageslistpositive_messageslist
Details
- Repository
- MEDHEB/MedHEB-Bench
- Publisher
- MEDHEB
- Task category
- Not stated by the source
- Tags
- medical, multimodal, retrieval
- Size category
- 100K<n<1M
- Languages
- en
- Revision
- 4d9d9c4dcd4dec05af89dbe145d90585dd0882da
- Last updated
- 2026-10-03
Files
339 files, 1.2 TB in total.
Data278 files · 1.2 TB
Documentation38 files · 63.0 KB
Other22 files · 187.4 KB
Repository1 file · 5.6 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| 2D_Task/APTOS/APTOS_i2i_test.json | Data | 373.0 KB | — |
| 2D_Task/APTOS/APTOS_t2i_test.json | Data | 333.7 KB | — |
| 2D_Task/APTOS/APTOS_test.json | Data | 8.3 MB | — |
| 2D_Task/BloodMNIST/BloodMNIST_i2i_test.json | Data | 998.6 KB | — |
| 2D_Task/BloodMNIST/BloodMNIST_t2i_test.json | Data | 577.9 KB | — |
| 2D_Task/BloodMNIST/BloodMNIST_test.json | Data | 7.7 MB | — |
| 2D_Task/Brain-Tumor-MRI/Brain_Tumor_MRI_i2i_test.json | Data | 366.6 KB | — |
| 2D_Task/Brain-Tumor-MRI/Brain_Tumor_MRI_t2i_test.json | Data | 321.9 KB | — |
| 2D_Task/Brain-Tumor-MRI/Brain_Tumor_MRI_test.json | Data | 8.3 MB | — |
| 2D_Task/ChestImagrome/Chest_imagenome_test.json | Data | 371.7 KB | — |
| 2D_Task/ChestMNIST/ChestMNIST_i2i_test.json | Data | 682.0 KB | — |
| 2D_Task/ChestMNIST/ChestMNIST_t2i_test.json | Data | 644.9 KB | — |
| 2D_Task/ChestMNIST/ChestMNIST_test.json | Data | 8.2 MB | — |
| 2D_Task/ChexpertPlus/chexpert_plus_cls_new.json | Data | 75.3 KB | — |
| 2D_Task/ChexpertPlus/chexpert_plus_i2t_new.json | Data | 1.3 MB | — |
| 2D_Task/ChexpertPlus/chexpert_plus_t2i_new.json | Data | 121.4 KB | — |
| 2D_Task/DermaMNIST/DermaMNIST_i2i_test.json | Data | 614.5 KB | — |
| 2D_Task/DermaMNIST/DermaMNIST_t2i_test.json | Data | 567.5 KB | — |
| 2D_Task/DermaMNIST/DermaMNIST_test.json | Data | 8.3 MB | — |
| 2D_Task/Gastrointestinal/gastrointestinal_test.json | Data | 132.2 KB | — |
| 2D_Task/ISIC-2109/ISIC_2019_i2i_test.json | Data | 517.0 KB | — |
| 2D_Task/ISIC-2109/ISIC_2019_t2i_test.json | Data | 493.3 KB | — |
| 2D_Task/ISIC-2109/ISIC_2019_test.json | Data | 8.2 MB | — |
| 2D_Task/Kvasir/Kvasir_i2i_test.json | Data | 836.7 KB | — |
| 2D_Task/Kvasir/Kvasir_t2i_test.json | Data | 764.5 KB | — |
| 2D_Task/Kvasir/Kvasir_test.json | Data | 8.3 MB | — |
| 2D_Task/MIMIC-CXR-Report/MIMIC-CXR_test.json | Data | 175.8 MB | 9871fd90ee65 |
| 2D_Task/MIMIC-CXR-T/mimic-cxr-lt-i2i-test.json | Data | 2.1 MB | — |
| 2D_Task/MIMIC-CXR-T/mimic-cxr-lt-t2i-test.json | Data | 2.0 MB | — |
| 2D_Task/MIMIC-CXR-T/mimic-cxr-lt-test.json | Data | 8.3 MB | — |
| 2D_Task/MIMIC-CXR-VQA/mimic_test.json | Data | 44.5 MB | a9c8d4c08c61 |
| 2D_Task/MedPIX/MedPix_test.json | Data | 344.6 MB | d031a4a30faf |
| 2D_Task/OCTMNIST/OCTMNIST_i2i_test.json | Data | 414.5 KB | — |
| 2D_Task/OCTMNIST/OCTMNIST_t2i_test.json | Data | 367.5 KB | — |
| 2D_Task/OCTMNIST/OCTMNIST_test.json | Data | 8.3 MB | — |
| 2D_Task/OmniMedVQA_vqa/OmniMedVQA_vqa_new.json | Data | 2.2 MB | — |
| 2D_Task/OrganAMNIST/OrganAMNIST_i2i_test.json | Data | 691.5 KB | — |
| 2D_Task/OrganAMNIST/OrganAMNIST_t2i_test.json | Data | 644.5 KB | — |
| 2D_Task/OrganAMNIST/OrganAMNIST_test.json | Data | 8.2 MB | — |
| 2D_Task/OrganCMNIST/OrganCMNIST_i2i_test.json | Data | 691.5 KB | — |
| 2D_Task/OrganCMNIST/OrganCMNIST_t2i_test.json | Data | 644.5 KB | — |
| 2D_Task/OrganCMNIST/OrganCMNIST_test.json | Data | 8.2 MB | — |
| 2D_Task/OrganSMNIST/OrganSMNIST_i2i_test.json | Data | 691.5 KB | — |
| 2D_Task/OrganSMNIST/OrganSMNIST_t2i_test.json | Data | 644.5 KB | — |
| 2D_Task/OrganSMNIST/OrganSMNIST_test.json | Data | 8.2 MB | — |
| 2D_Task/PMC/PMC-VQA_test.json | Data | 37.5 MB | daaa2c90e6b7 |
| 2D_Task/PanNuke/pannuke_i2i_test.json | Data | 1.1 MB | — |
| 2D_Task/PanNuke/pannuke_t2i_test.json | Data | 1.0 MB | — |
| 2D_Task/PanNuke_VG/PanNuke_test.json | Data | 174.0 KB | — |
| 2D_Task/PathMNIST/PathMNIST_i2i_test.json | Data | 662.6 KB | — |
| 2D_Task/PathMNIST/PathMNIST_t2i_test.json | Data | 615.6 KB | — |
| 2D_Task/PathMNIST/PathMNIST_test.json | Data | 8.3 MB | — |
| 2D_Task/PathVQA/Path-VQA_test.json | Data | 40.4 MB | 72a2aadd610e |
| 2D_Task/REtinal/Retinal_i2i_new.json | Data | 151.9 KB | — |
| 2D_Task/REtinal/Retinal_t2i_new.json | Data | 183.7 KB | — |
| 2D_Task/ROCO-VQA/ROCO_test.json | Data | 150.6 MB | 8eea53d25fbb |
| 2D_Task/RadImageNet-VQA/RadLmageNet_test.json | Data | 302.6 KB | — |
| 2D_Task/SkinLesion/skin_test.json | Data | 222.3 KB | — |
| 2D_Task/TissueMNIST/TissueMNIST_i2i_test.json | Data | 682.4 KB | — |
| 2D_Task/TissueMNIST/TissueMNIST_t2i_test.json | Data | 635.4 KB | — |
| 2D_Task/TissueMNIST/TissueMNIST_test.json | Data | 8.3 MB | — |
| 2D_Task/USData/USData_test.json | Data | 254.4 MB | 413da82210a1 |
| 2D_Task/UltrasoundNerve/Ultrasound_test.json | Data | 144.2 KB | — |
| 2D_Task/VQA-RAD/VQA_test.json | Data | 570.7 KB | — |
| 2D_Task/VindrCXR/VinDr-CXR_test.json | Data | 344.9 KB | — |
| 2D_Task/VindrMammo/VindrMammo_test.json | Data | 163.8 KB | — |
| 2D_Task/lc25000/LC25000_cls_new.json | Data | 215.7 KB | — |
| 2D_Task/lc25000/LC25000_i2i_new.json | Data | 250.4 KB | — |
| 2D_Task/lc25000/LC25000_t2i_new.json | Data | 168.6 KB | — |
| 3D_Images/CirrMRI600_Cross/CirrMRI600_Cross.tar | Data | 2.6 GB | 8045ce01d191 |
| 3D_Images/HaN-Seg/HaN-Seg.tar | Data | 438.3 MB | 4aae498b0a1a |
| 3D_Images/M3D/ct_case_part01.tar | Data | 19.2 GB | ec5ca7c6f148 |
| 3D_Images/M3D/ct_case_part02.tar | Data | 19.3 GB | 6188041225cc |
| 3D_Images/M3D/ct_case_part03.tar | Data | 19.3 GB | 759d96c0f292 |
| 3D_Images/M3D/ct_case_part04.tar | Data | 19.4 GB | 9ae376e88db6 |
| 3D_Images/M3D/ct_case_part05.tar | Data | 19.2 GB | c13a44ace97b |
| 3D_Images/M3D/ct_case_part06.tar | Data | 19.4 GB | c5f1494ab68e |
| 3D_Images/M3D/ct_case_part07.tar | Data | 19.3 GB | e0d8b08d16ea |
| 3D_Images/M3D/ct_case_part08.tar | Data | 19.2 GB | ee393877fd40 |
| 3D_Images/M3D/ct_case_part09.tar | Data | 19.4 GB | 7f164e9032e8 |
| 3D_Images/M3D/ct_case_part10.tar | Data | 19.3 GB | e64b713e24e3 |
| 3D_Images/M3D/ct_case_part11.tar | Data | 19.4 GB | b0c33a3b6801 |
| 3D_Images/M3D/ct_case_part12.tar | Data | 19.4 GB | 28a0e02df16d |
| 3D_Images/M3D/ct_case_part13.tar | Data | 19.4 GB | 0b1130b003ed |
| 3D_Images/M3D/ct_case_part14.tar | Data | 19.4 GB | 3510c96dcfbd |
| 3D_Images/M3D/ct_case_part15.tar | Data | 19.4 GB | 92a34db9bec9 |
| 3D_Images/M3D/ct_case_part16.tar | Data | 19.4 GB | 08b4ca2bd805 |
| 3D_Images/M3D/ct_case_part17.tar | Data | 19.4 GB | 49ffa7e67967 |
| 3D_Images/M3D/ct_case_part18.tar | Data | 19.4 GB | 8a3a6346a157 |
| 3D_Images/M3D/ct_case_part19.tar | Data | 19.4 GB | 08e3959d1e9c |
| 3D_Images/M3D/ct_case_part20.tar | Data | 19.4 GB | ac2046fbce98 |
| 3D_Images/M3D/ct_case_part21.tar | Data | 19.4 GB | 93bdf9e37eae |
| 3D_Images/M3D/ct_case_part22.tar | Data | 19.4 GB | adb78da413b7 |
| 3D_Images/M3D/ct_case_part23.tar | Data | 19.4 GB | 6d60235689ff |
| 3D_Images/M3D/ct_case_part24.tar | Data | 19.4 GB | 2085c8f14460 |
| 3D_Images/M3D/ct_case_part25.tar | Data | 19.4 GB | 7c933a0a0d38 |
| 3D_Images/M3D/ct_case_part26.tar | Data | 19.4 GB | 03ba62b46c0e |
| 3D_Images/M3D/ct_case_part27.tar | Data | 19.3 GB | c002eb35c742 |
| 3D_Images/M3D/ct_case_part28.tar | Data | 19.4 GB | c96c4a6642b8 |
| 3D_Images/M3D/ct_case_part29.tar | Data | 19.4 GB | b15753a8c74b |
| 3D_Images/M3D/ct_case_part30.tar | Data | 19.4 GB | a87ad9a5aa33 |
| 3D_Images/M3D/ct_case_part31.tar | Data | 19.4 GB | e7dbcf956bc5 |
| 3D_Images/M3D/ct_case_part32.tar | Data | 19.4 GB | 46be9d2a0d74 |
| 3D_Images/M3D/ct_case_part33.tar | Data | 19.5 GB | 286be459f6a4 |
| 3D_Images/M3D/ct_case_part34.tar | Data | 19.4 GB | 96186e16530f |
| 3D_Images/M3D/ct_case_part35.tar | Data | 19.4 GB | 9064e55c3ef8 |
| 3D_Images/M3D/ct_case_part36.tar | Data | 12.3 GB | e11cbdccf501 |
| 3D_Images/M3D/ct_quizze_part01.tar | Data | 19.4 GB | 3b532c7e18d3 |
| 3D_Images/M3D/ct_quizze_part02.tar | Data | 19.5 GB | 927cb9650af4 |
| 3D_Images/M3D/ct_quizze_part03.tar | Data | 19.4 GB | b73f60df4c3b |
| 3D_Images/M3D/ct_quizze_part04.tar | Data | 19.5 GB | 183f596b06c6 |
| 3D_Images/M3D/ct_quizze_part05.tar | Data | 19.5 GB | 62a9af6c6f84 |
| 3D_Images/M3D/ct_quizze_part06.tar | Data | 19.5 GB | 617dc55bc948 |
| 3D_Images/M3D/ct_quizze_part07.tar | Data | 19.5 GB | ba08bbb08b29 |
| 3D_Images/M3D/ct_quizze_part08.tar | Data | 19.4 GB | 8a73af4c082a |
| 3D_Images/M3D/ct_quizze_part09.tar | Data | 19.5 GB | a6c6075d0310 |
| 3D_Images/M3D/ct_quizze_part10.tar | Data | 19.5 GB | 69f178428ce9 |
| 3D_Images/M3D/ct_quizze_part11.tar | Data | 19.4 GB | e7795f01a8c5 |
| 3D_Images/M3D/ct_quizze_part12.tar | Data | 19.4 GB | 6644b30b48ab |
| 3D_Images/M3D/ct_quizze_part13.tar | Data | 19.5 GB | b392564bc6bc |
| 3D_Images/M3D/ct_quizze_part14.tar | Data | 19.3 GB | 89ac27e0a726 |
| 3D_Images/M3D/ct_quizze_part15.tar | Data | 19.3 GB | e746be638d26 |
| 3D_Images/M3D/ct_quizze_part16.tar | Data | 19.4 GB | b05e3437c974 |
| 3D_Images/M3D/ct_quizze_part17.tar | Data | 19.4 GB | ce161bea17c6 |
| 3D_Images/M3D/ct_quizze_part18.tar | Data | 18.9 GB | 8a04d5283d48 |
| 3D_Images/M3D/ct_quizze_part19.tar | Data | 14.7 GB | 65562ea0412c |
| 3D_Images/MMDental/MMDental.tar | Data | 3.5 GB | 3a18bf3bb64a |
| 3D_Images/NoduleMNIST/NoduleMNIST.tar | Data | 276.3 MB | e97e4d0d6b73 |
| 3D_Images/Organ3dMNIST/Organ3dMNIST.tar | Data | 357.6 MB | 1f5a2bd315d8 |
| 3D_Images/RadGen_CT/train_preprocessed_sliced_part01.tar | Data | 19.5 GB | 03bbfc1b41ae |
| 3D_Images/RadGen_CT/train_preprocessed_sliced_part02.tar | Data | 19.5 GB | b617114b4d74 |
| 3D_Images/RadGen_CT/train_preprocessed_sliced_part03.tar | Data | 19.5 GB | e481ac06c88f |
| 3D_Images/RadGen_CT/train_preprocessed_sliced_part04.tar | Data | 19.5 GB | 4bc36a73ceb1 |
| 3D_Images/RadGen_CT/train_preprocessed_sliced_part05.tar | Data | 19.5 GB | a1842ef426d4 |
| 3D_Images/RadGen_CT/train_preprocessed_sliced_part06.tar | Data | 19.5 GB | 4d89f7a56e96 |
| 3D_Images/RadGen_CT/train_preprocessed_sliced_part07.tar | Data | 19.5 GB | e5074edbd698 |
| 3D_Images/RadGen_CT/train_preprocessed_sliced_part08.tar | Data | 2.5 GB | fe19c787b587 |
| 3D_Images/RadGen_CT/valid_preprocessed_sliced.tar | Data | 9.1 GB | a611b9bb2515 |
| 3D_Images/SynapseMNIST/SynapseMNIST.tar | Data | 469.0 MB | f7cc78783b1e |
| 3D_Images/SynthRAD/SynthRAD.tar | Data | 1.5 GB | ced87e1011fd |
| 3D_Task/BraTS2023/bratsped_t1_to_t2_test.json | Data | 305.5 KB | — |
| 3D_Task/BraTS2023/bratsped_t2_to_t1_test.json | Data | 305.5 KB | — |
| 3D_Task/BraTS_MEN/BraTS-MEN-i2t_new.json | Data | 461.3 KB | — |
| 3D_Task/CT_RATE/CT_RATE_i2i_test.json | Data | 1.9 MB | — |
| 3D_Task/CT_RATE/CT_RATE_t2i_test.json | Data | 2.0 MB | — |
| 3D_Task/CT_RATE/CT_RATE_test.json | Data | 800.5 KB | — |
| 3D_Task/CT_RATE/CT_RATE_vqa_test.json | Data | 235.5 MB | ca6e2b6af036 |
| 3D_Task/ChirrMRI600/Chirr_i2i_test.json | Data | 916.5 KB | — |
| 3D_Task/ChirrMRI600/Chirr_t2i_test.json | Data | 744.3 KB | — |
| 3D_Task/ChirrMRI600/Chirr_test.json | Data | 198.0 KB | — |
| 3D_Task/CirrMRI600_Cross/ChirrMRI_test_t1_to_t2.json | Data | 197.4 KB | — |
| 3D_Task/CirrMRI600_Cross/ChirrMRI_test_t2_to_t1.json | Data | 197.4 KB | — |
| 3D_Task/HaN-Seg/hanseg_mri_to_ct_test.json | Data | 74.1 KB | — |
| 3D_Task/M3D/m3d_3dqa_test.json | Data | 33.5 MB | bd0e5f13aca6 |
| 3D_Task/M3D/m3d_i2t_test.json | Data | 46.6 MB | 7ed1ce8f89d4 |
| 3D_Task/M3D/m3d_t2i_test.json | Data | 3.8 MB | — |
| 3D_Task/MMDental/MMDental_i2t_test.json | Data | 669.2 KB | — |
| 3D_Task/MRNet/MRNet_i2i_test.json | Data | 635.7 KB | — |
| 3D_Task/MRNet/MRNet_t2i_test.json | Data | 513.7 KB | — |
| 3D_Task/MRNet/MRNet_test.json | Data | 144.1 KB | — |
| 3D_Task/NoduleMNIST/Nodule_test.json | Data | 777.2 KB | — |
| 3D_Task/Organ3dMNIST/Organ_i2i_test.json | Data | 17.6 MB | 1b57892d3cbd |
| 3D_Task/Organ3dMNIST/Organ_t2i_test.json | Data | 16.2 MB | 3c95b6f23a04 |
| 3D_Task/Organ3dMNIST/Organ_test.json | Data | 1.6 MB | — |
| 3D_Task/RadGen_CT/RGCC_i2t_test.json | Data | 6.1 MB | — |
| 3D_Task/RadGen_CT/RGCC_test_VQA.json | Data | 101.9 MB | 918ca53aa109 |
| 3D_Task/SynapseMNIST/Synapse_test.json | Data | 887.7 KB | — |
| 3D_Task/SynthRAD/brain_ct_to_mri_test.json | Data | 264.4 KB | — |
| 3D_Task/SynthRAD/brain_mri_to_ct_test.json | Data | 264.4 KB | — |
| 3D_Task/SynthRAD/pelvis_ct_to_mri_test.json | Data | 264.4 KB | — |
| 3D_Task/SynthRAD/pelvis_mri_to_ct_test.json | Data | 264.4 KB | — |
| Preprocess/2D_Task/Gastrointestinal/split.csv | Data | 35.7 KB | — |
| Preprocess/2D_Task/PanNuke/PanNuke_split.csv | Data | 267.4 KB | — |
| Preprocess/3D_Task/ChirrMRI600/Cirrhosis_T1_slide_folders.csv | Data | 4.3 KB | — |
| Preprocess/3D_Task/ChirrMRI600/Cirrhosis_T2_slide_folders.csv | Data | 3.4 KB | — |
| Text_Task/ChexpertPlus/chexpert_plus_f2i_new.json | Data | 590.9 KB | — |
| Text_Task/MIMIC_f2i/MIMIC_f2i_test.json | Data | 149.8 MB | 51755d84bbc7 |
| Text_Task/MMDental/MMDental_t2t_test.json | Data | 682.5 KB | — |
| Text_Task/MedMCQA/medmcqa_test.json | Data | 31.2 MB | bf93d4b6c945 |
| Text_Task/MedicalQARetrieval/MedicalQARetrieval_test.json | Data | 1.1 GB | 89a94e6735b9 |
| Text_Task/PubMedQA/PubMedQA_test.json | Data | 279.9 MB | a0ec85d247f8 |
| Text_Task/PublicHealthQA/PublicHealthQA_test.json | Data | 25.8 MB | d55585d61abf |
| Train_Data/2D_Task/APTOS/APTOS_i2i_train.jsonl | Data | 918.4 KB | — |
| Train_Data/2D_Task/APTOS/APTOS_t2i_train.jsonl | Data | 730.1 KB | — |
| Train_Data/2D_Task/APTOS/APTOS_train.jsonl | Data | 932.4 KB | — |
| Train_Data/2D_Task/BloodMNIST/BloodMNIST_i2i_train.jsonl | Data | 4.9 MB | — |
| Train_Data/2D_Task/BloodMNIST/BloodMNIST_t2i_train.jsonl | Data | 3.7 MB | — |
| Train_Data/2D_Task/BloodMNIST/BloodMNIST_train.jsonl | Data | 4.3 MB | — |
| Train_Data/2D_Task/Brain-Tumor-MRI/Brain_Tumor_MRI_i2i_train.jsonl | Data | 2.2 MB | — |
| Train_Data/2D_Task/Brain-Tumor-MRI/Brain_Tumor_MRI_t2i_train.jsonl | Data | 1.7 MB | — |
| Train_Data/2D_Task/Brain-Tumor-MRI/Brain_Tumor_MRI_train.jsonl | Data | 2.0 MB | — |
| Train_Data/2D_Task/ChestImagrome/Chest_imagenome_train.jsonl | Data | 206.2 MB | f068e0224b8b |
| Train_Data/2D_Task/ChestMNIST/ChestMNIST_i2i_train.jsonl | Data | 8.0 MB | — |
| Train_Data/2D_Task/ChestMNIST/ChestMNIST_t2i_train.jsonl | Data | 6.3 MB | — |
| Train_Data/2D_Task/ChestMNIST/ChestMNIST_train.jsonl | Data | 7.8 MB | — |
| Train_Data/2D_Task/DermaMNIST/DermaMNIST_i2i_train.jsonl | Data | 2.8 MB | — |
| Train_Data/2D_Task/DermaMNIST/DermaMNIST_t2i_train.jsonl | Data | 2.2 MB | — |
| Train_Data/2D_Task/DermaMNIST/DermaMNIST_train.jsonl | Data | 2.7 MB | — |
| Train_Data/2D_Task/Gastrointestinal/gastrointestinal_train.jsonl | Data | 651.1 KB | — |
| Train_Data/2D_Task/ISIC-2019/ISIC_2019_i2i_train.jsonl | Data | 9.9 MB | — |
| Train_Data/2D_Task/ISIC-2019/ISIC_2019_t2i_train.jsonl | Data | 8.0 MB | — |
| Train_Data/2D_Task/ISIC-2019/ISIC_2019_train.jsonl | Data | 9.4 MB | — |
| Train_Data/2D_Task/Kvasir/Kvasir_i2i_train.jsonl | Data | 1.3 MB | — |
| Train_Data/2D_Task/Kvasir/Kvasir_t2i_train.jsonl | Data | 998.3 KB | — |
| Train_Data/2D_Task/Kvasir/Kvasir_train.jsonl | Data | 1.2 MB | — |
| Train_Data/2D_Task/MIMIC-CXR-Report/MIMIC-CXR_train.jsonl | Data | 178.6 MB | 7ef67030fb18 |
| Train_Data/2D_Task/MIMIC-CXR-T/mimic-cxr-lt-i2i-train.jsonl | Data | 39.3 MB | 48fcb75585b6 |
| Train_Data/2D_Task/MIMIC-CXR-T/mimic-cxr-lt-t2i-train.jsonl | Data | 29.0 MB | 28864960f517 |
| Train_Data/2D_Task/MIMIC-CXR-T/mimic-cxr-lt-train.jsonl | Data | 35.0 MB | 93209292a8d2 |
| Train_Data/2D_Task/MIMIC-CXR-VQA/mimic_train.jsonl | Data | 53.3 MB | def306f99360 |
| Train_Data/2D_Task/MedPIX/MedPix_train.jsonl | Data | 15.2 MB | 677529221172 |
| Train_Data/2D_Task/OCTMNIST/OCTMNIST_i2i_train.jsonl | Data | 38.7 MB | 38803d9fb89e |
| Train_Data/2D_Task/OCTMNIST/OCTMNIST_t2i_train.jsonl | Data | 30.2 MB | e9367c073d99 |
| Train_Data/2D_Task/OCTMNIST/OCTMNIST_train.jsonl | Data | 36.0 MB | 227b364de48b |
| Train_Data/2D_Task/OrganAMNIST/OrganAMNIST_i2i_train.jsonl | Data | 13.5 MB | 4bcd4d4524ab |
| Train_Data/2D_Task/OrganAMNIST/OrganAMNIST_t2i_train.jsonl | Data | 10.3 MB | — |
| Train_Data/2D_Task/OrganAMNIST/OrganAMNIST_train.jsonl | Data | 12.2 MB | c0832b46daa1 |
| Train_Data/2D_Task/OrganCMNIST/OrganCMNIST_i2i_train.jsonl | Data | 5.0 MB | — |
| Train_Data/2D_Task/OrganCMNIST/OrganCMNIST_t2i_train.jsonl | Data | 3.9 MB | — |
| Train_Data/2D_Task/OrganCMNIST/OrganCMNIST_train.jsonl | Data | 4.6 MB | — |
| Train_Data/2D_Task/OrganSMNIST/OrganSMNIST_i2i_train.jsonl | Data | 5.4 MB | — |
| Train_Data/2D_Task/OrganSMNIST/OrganSMNIST_t2i_train.jsonl | Data | 4.1 MB | — |
| Train_Data/2D_Task/OrganSMNIST/OrganSMNIST_train.jsonl | Data | 4.9 MB | — |
| Train_Data/2D_Task/PMC/PMC-VQA_train.jsonl | Data | 38.0 MB | 0e8071de0fc8 |
| Train_Data/2D_Task/PanNuke/pannuke_i2i_train.jsonl | Data | 2.5 MB | — |
| Train_Data/2D_Task/PanNuke/pannuke_t2i_train.jsonl | Data | 2.0 MB | — |
| Train_Data/2D_Task/PanNuke/pannuke_train.jsonl | Data | 1.9 MB | — |
| Train_Data/2D_Task/PanNuke_VG/PanNuke_train.jsonl | Data | 25.9 MB | ac30df044e67 |
| Train_Data/2D_Task/PathMNIST/PathMNIST_i2i_train.jsonl | Data | 36.0 MB | feb09d233621 |
| Train_Data/2D_Task/PathMNIST/PathMNIST_t2i_train.jsonl | Data | 27.9 MB | 51140775859c |
| Train_Data/2D_Task/PathMNIST/PathMNIST_train.jsonl | Data | 33.9 MB | dd9de4e95305 |
| Train_Data/2D_Task/PathVQA/Path-VQA_train.jsonl | Data | 3.1 MB | — |
| Train_Data/2D_Task/ROCO-VQA/ROCO_train.jsonl | Data | 4.0 MB | — |
| Train_Data/2D_Task/RadImageNet-VQA/RadLmageNet_train_sampled.jsonl | Data | 80.6 MB | 7eb4e6f23ed8 |
| Train_Data/2D_Task/SkinLesion/skin_train.jsonl | Data | 1.1 MB | — |
| Train_Data/2D_Task/TissueMNIST/TissueMNIST_i2i_train.jsonl | Data | 70.2 MB | e46792eb51f2 |
| Train_Data/2D_Task/TissueMNIST/TissueMNIST_t2i_train.jsonl | Data | 55.1 MB | 859bf228e45d |
| Train_Data/2D_Task/TissueMNIST/TissueMNIST_train.jsonl | Data | 64.4 MB | 5fa662cc0659 |
| Train_Data/2D_Task/USData/USData_train.jsonl | Data | 4.4 MB | — |
| Train_Data/2D_Task/UltrasoundNerve/Ultrasound_train.jsonl | Data | 2.0 MB | — |
| Train_Data/2D_Task/VQA-RAD/VQA_train.jsonl | Data | 265.9 KB | — |
| Train_Data/2D_Task/VindrCXR/VinDr-CXR_train.jsonl | Data | 7.3 MB | — |
| Train_Data/2D_Task/VindrMammo/VindrMammo_train.jsonl | Data | 821.3 KB | — |
| Train_Data/3D_Task/BraTS2023/bratsped_t1_to_t2_train.jsonl | Data | 37.6 KB | — |
| Train_Data/3D_Task/BraTS2023/bratsped_t2_to_t1_train.jsonl | Data | 37.6 KB | — |
| Train_Data/3D_Task/CT_RATE/CT_i2i_train.jsonl | Data | 10.2 MB | — |
| Train_Data/3D_Task/CT_RATE/CT_t2i_train.jsonl | Data | 38.5 MB | 89e82ea4b63f |
| Train_Data/3D_Task/CT_RATE/CT_train.jsonl | Data | 1.5 MB | — |
| Train_Data/3D_Task/CT_RATE/CT_vqa_train.jsonl | Data | 14.0 MB | d7dbfc88324b |
| Train_Data/3D_Task/ChirrMRI600/Chirr_i2i_train.jsonl | Data | 107.2 KB | — |
| Train_Data/3D_Task/ChirrMRI600/Chirr_t2i_train.jsonl | Data | 87.0 KB | — |
| Train_Data/3D_Task/ChirrMRI600/Chirr_train.jsonl | Data | 103.0 KB | — |
| Train_Data/3D_Task/CirrMRI600_Cross/ChirrMRI_train_t1_to_t2.jsonl | Data | 90.6 KB | — |
| Train_Data/3D_Task/CirrMRI600_Cross/ChirrMRI_train_t2_to_t1.jsonl | Data | 90.6 KB | — |
| Train_Data/3D_Task/HaN-Seg/hanseg_mri_to_ct_train.jsonl | Data | 9.6 KB | — |
| Train_Data/3D_Task/M3D/m3d_3dqa_train.jsonl | Data | 151.5 MB | 3659a6aca9bf |
| Train_Data/3D_Task/M3D/m3d_i2t_train.jsonl | Data | 54.8 MB | 2a099626be0e |
| Train_Data/3D_Task/M3D/m3d_t2i_train.jsonl | Data | 54.9 MB | 1f02a75eeb31 |
| Train_Data/3D_Task/MMDental/MMDental_i2t_train.jsonl | Data | 170.4 KB | — |
| Train_Data/3D_Task/MRNet/MRNet_i2i_train.jsonl | Data | 340.7 KB | — |
| Train_Data/3D_Task/MRNet/MRNet_t2i_train.jsonl | Data | 276.3 KB | — |
| Train_Data/3D_Task/MRNet/MRNet_train.jsonl | Data | 322.6 KB | — |
| Train_Data/3D_Task/NoduleMNIST/Nodule_train.jsonl | Data | 378.4 KB | — |
| Train_Data/3D_Task/Organ3dMNIST/Organ_i2i_train.jsonl | Data | 356.4 KB | — |
| Train_Data/3D_Task/Organ3dMNIST/Organ_t2i_train.jsonl | Data | 279.3 KB | — |
| Train_Data/3D_Task/Organ3dMNIST/Organ_train.jsonl | Data | 323.9 KB | — |
| Train_Data/3D_Task/RadGen_CT/RGCC_i2t_train.jsonl | Data | 11.9 MB | ba271cc1dac6 |
| Train_Data/3D_Task/RadGen_CT/RGCC_train_VQA.jsonl | Data | 33.1 MB | 3501e16ae492 |
| Train_Data/3D_Task/SynapseMNIST/Synapse_train.jsonl | Data | 409.6 KB | — |
| Train_Data/3D_Task/SynthRAD/brain_ct_to_mri_train.jsonl | Data | 41.8 KB | — |
| Train_Data/3D_Task/SynthRAD/brain_mri_to_ct_train.jsonl | Data | 41.8 KB | — |
| Train_Data/3D_Task/SynthRAD/pelvis_ct_to_mri_train.jsonl | Data | 41.8 KB | — |
| Train_Data/3D_Task/SynthRAD/pelvis_mri_to_ct_train.jsonl | Data | 41.8 KB | — |
| Train_Data/Text_Task/MIMIC_f2i_train.jsonl | Data | 72.7 MB | f4e0f48cf175 |
| Train_Data/Text_Task/MMDental_t2t_train.jsonl | Data | 126.8 KB | — |
| Train_Data/Text_Task/Med_Embeds_train.jsonl | Data | 8.8 MB | — |
| Train_Data/Text_Task/PubMedQA_train.jsonl | Data | 384.0 MB | dea21b95be57 |
| Train_Data/Text_Task/medmcqa_train.jsonl | Data | 32.4 MB | f24be643ec3b |
| 2D_Images/APTOS/train_images/LICENSE_NOTICE.md | Documentation | 705 B | — |
| 2D_Images/BloodMNIST/output_images/test/LICENSE_NOTICE.md | Documentation | 838 B | — |
| 2D_Images/Brain-Tumor-MRI/datasets/Testing/LICENSE_NOTICE.md | Documentation | 775 B | — |
| 2D_Images/ChestImagrome/gold_crop/LICENSE_NOTICE.md | Documentation | 758 B | — |
| 2D_Images/ChestMNIST/output_images/test/LICENSE_NOTICE.md | Documentation | 963 B | — |
| 2D_Images/DermaMNIST/output_images/test/LICENSE_NOTICE.md | Documentation | 963 B | — |
| 2D_Images/Gastrointestinal/LICENSE_NOTICE.md | Documentation | 995 B | — |
| 2D_Images/ISIC-2019/test/ISIC_2019_Test_Input/LICENSE_NOTICE.md | Documentation | 728 B | — |
| 2D_Images/MIMIC_CXR/LICENSE_NOTICE.md | Documentation | 631 B | — |
| 2D_Images/MedPIX/LICENSE_NOTICE.md | Documentation | 722 B | — |
| 2D_Images/OCTMNIST/output_images/test/LICENSE_NOTICE.md | Documentation | 959 B | — |
| 2D_Images/OmniMedVQA_26/test/LICENSE_NOTICE.md | Documentation | 730 B | — |
| 2D_Images/OrganAMNIST/output_images/test/LICENSE_NOTICE.md | Documentation | 965 B | — |
| 2D_Images/OrganCMNIST/output_images/test/LICENSE_NOTICE.md | Documentation | 965 B | — |
| 2D_Images/OrganSMNIST/output_images/test/LICENSE_NOTICE.md | Documentation | 965 B | — |
| 2D_Images/PMC/LICENSE_NOTICE.md | Documentation | 716 B | — |
| 2D_Images/PanNuke/test_images/LICENSE_NOTICE.md | Documentation | 1.0 KB | — |
| 2D_Images/PanNuke_VG/LICENSE_NOTICE.md | Documentation | 839 B | — |
| 2D_Images/PathMNIST/output_images/test/LICENSE_NOTICE.md | Documentation | 961 B | — |
| 2D_Images/PathVQA/test_images/LICENSE_NOTICE.md | Documentation | 724 B | — |
| 2D_Images/REtinal/Test_Set/Test/LICENSE_NOTICE.md | Documentation | 724 B | — |
| 2D_Images/ROCO-VQA/LICENSE_NOTICE.md | Documentation | 825 B | — |
| 2D_Images/RadImageNet-VQA/test/images/LICENSE_NOTICE.md | Documentation | 692 B | — |
| 2D_Images/SkinLesion/LICENSE_NOTICE.md | Documentation | 939 B | — |
| 2D_Images/TissueMNIST/output_images/test/LICENSE_NOTICE.md | Documentation | 965 B | — |
| 2D_Images/USData/LICENSE_NOTICE.md | Documentation | 722 B | — |
| 2D_Images/UltrasoundNerve/LICENSE_NOTICE.md | Documentation | 955 B | — |
| 2D_Images/VQA-RAD/LICENSE_NOTICE.md | Documentation | 724 B | — |
| 2D_Images/VindrCXR/LICENSE_NOTICE.md | Documentation | 853 B | — |
| 2D_Images/VindrMammo/LICENSE_NOTICE.md | Documentation | 864 B | — |
| 2D_Images/chexpert_plus/png/LICENSE_NOTICE.md | Documentation | 649 B | — |
| 2D_Images/kvasir-dataset/datasets/test/LICENSE_NOTICE.md | Documentation | 738 B | — |
| 2D_Images/lc25000/lung_colon_image_set/Test_Set/LICENSE_NOTICE.md | Documentation | 724 B | — |
| 3D_Images/CT_RATE/valid_fixed_drr/LICENSE_NOTICE.md | Documentation | 1.0 KB | — |
| 3D_Images/CT_RATE/valid_fixed_sliced/LICENSE_NOTICE.md | Documentation | 1.0 KB | — |
| 3D_Images/ChirrMRI600/Cirrhosis_T1_slide/LICENSE_NOTICE.md | Documentation | 1.3 KB | — |
| 3D_Images/MRNet/LICENSE_NOTICE.md | Documentation | 656 B | — |
| README.md | Documentation | 31.7 KB | — |
| Preprocess/2D_Task/ChestImagenome/Preprocess.py | Other | 13.5 KB | — |
| Preprocess/2D_Task/Gastrointestinal/Preprocess.py | Other | 14.3 KB | — |
| Preprocess/2D_Task/MIMIC-CXR-T/Preprocess.py | Other | 7.6 KB | — |
| Preprocess/2D_Task/MNIST/unzip_MNIST.py | Other | 8.2 KB | — |
| Preprocess/2D_Task/PanNuke/Preprocess.py | Other | 8.7 KB | — |
| Preprocess/2D_Task/PanNuke_VG/Preprocess.py | Other | 17.3 KB | — |
| Preprocess/2D_Task/ROCO_QA/unzip.py | Other | 2.7 KB | — |
| Preprocess/2D_Task/Skin_Image/Preprocess.py | Other | 10.6 KB | — |
| Preprocess/2D_Task/Ultrasound/Preprocess.py | Other | 10.6 KB | — |
| Preprocess/2D_Task/VindrCXR/Preprocess.py | Other | 7.8 KB | — |
| Preprocess/2D_Task/VindrMammo/Preprocess.py | Other | 7.7 KB | — |
| Preprocess/3D_Task/BraTS-MEN/cut_slides.py | Other | 8.0 KB | — |
| Preprocess/3D_Task/BraTS-PED/cut_slides.py | Other | 8.2 KB | — |
| Preprocess/3D_Task/CT-RATE/CT2Xray.py | Other | 7.4 KB | — |
| Preprocess/3D_Task/CT-RATE/cut_slides.py | Other | 5.2 KB | — |
| Preprocess/3D_Task/ChirrMRI600/cut_slides_split.py | Other | 11.9 KB | — |
| Preprocess/3D_Task/HaN-Seg/cut_slides.py | Other | 8.8 KB | — |
| Preprocess/3D_Task/MNIST/unzip_cut_slides.py | Other | 3.7 KB | — |
| Preprocess/3D_Task/MRNet/cut_slides.py | Other | 2.3 KB | — |
| Preprocess/3D_Task/RadGenomme-Chest-CT/cut_slides.py | Other | 5.6 KB | — |
| Preprocess/3D_Task/SynthRAD/cut_slides.py | Other | 9.2 KB | — |
| Train_Data/datasets.yaml | Other | 8.3 KB | — |
| .gitattributes | Repository | 5.6 KB | — |
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