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Bio & Medical AI research · SOTA2 Research
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Bio & Medical
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4,964 benchmarks · 1,706 papers
Classification
840 benchmarks · 399 papers
Medical Image Segmentation
339 benchmarks · 151 papers
Multi-Label Classification
335 benchmarks · 150 papers
Medical Image Classification
227 benchmarks · 111 papers
Generative Modeling
217 benchmarks · 183 papers
Medical Question Answering
199 benchmarks · 457 papers
Science Question Answering
191 benchmarks · 140 papers
Molecular property prediction
191 benchmarks · 73 papers
MRI Reconstruction
183 benchmarks · 93 papers
Medical Visual Question Answering
180 benchmarks · 95 papers
Polyp Segmentation
174 benchmarks · 77 papers
Denoising
168 benchmarks · 86 papers
Anomaly Segmentation
148 benchmarks · 89 papers
Survival Prediction
112 benchmarks · 37 papers
Graph generation
108 benchmarks · 88 papers
Brain Tumor Segmentation
98 benchmarks · 54 papers
Medical Reasoning
95 benchmarks · 19 papers
Feature Selection
94 benchmarks · 49 papers
Disease Classification
93 benchmarks · 64 papers
Medical Report Generation
92 benchmarks · 37 papers
EEG Classification
87 benchmarks · 27 papers
Sparse-View CT Reconstruction
87 benchmarks · 22 papers
Energy and force prediction
86 benchmarks · 35 papers
ECG Classification
84 benchmarks · 41 papers
Lesion Segmentation
81 benchmarks · 36 papers
Heart Rate estimation
80 benchmarks · 22 papers
Sleep Staging
79 benchmarks · 9 papers
Hyperspectral Anomaly Detection
78 benchmarks · 34 papers
Vessel segmentation
78 benchmarks · 36 papers
3D Medical Image Segmentation
77 benchmarks · 16 papers
Failure Detection
73 benchmarks · 20 papers
Property Prediction
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