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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Tiny Object Detection | 2 | 2 | Feb 27, 2026 | |
| Structured Pathology Report Prediction | 2 | 1 | Mar 23, 2026 | |
| Relative Density-Ratio Estimation | 2 | 1 | Feb 18, 2026 | |
| Machine Translation Error Detection | 2 | 1 | Mar 23, 2026 | |
| Dataset Retrieval | 2 | 1 | Mar 23, 2026 | |
| Object Resize | 2 | 1 | Feb 20, 2026 | |
| Multimodal Medical Image Segmentation | 2 | 1 | Feb 18, 2026 | |
| Flood Inundation Mapping | 2 | 1 | Feb 20, 2026 | |
| Autoformalization and Proving | 2 |
| 1 |
| Mar 23, 2026 |
| Statement generation | 2 | 1 | Mar 23, 2026 |
|---|
| model-based try-on | 2 | 1 | Mar 23, 2026 |
|---|
| try-off | 2 | 1 | Mar 23, 2026 |
|---|
| model-free try-on | 2 | 1 | Mar 23, 2026 |
|---|
| Speech(A)-To-Speech(AV) Translation | 2 | 1 | Feb 18, 2026 |
|---|
| Text-to-Audio evaluation | 2 | 1 | Mar 23, 2026 |
|---|
| Text-to-4D Synthesis | 2 | 1 | Feb 18, 2026 |
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| Knee Osteoarthritis Severity Grading | 2 | 2 | Apr 28, 2026 |
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| Audio Captioning Evaluation | 2 | 2 | Apr 14, 2026 |
|---|
| Prefill-stage hallucination risk detection | 2 | 1 | Mar 23, 2026 |
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| Block Location Probing | 2 | 2 | Jun 26, 2026 |
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| Agent Location Probing | 2 | 2 | Jun 26, 2026 |
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| Block Angle Probing | 2 | 2 | Jun 26, 2026 |
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| Continual Concept Learning | 2 | 2 | Feb 21, 2026 |
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| Sign2Text | 2 | 1 | Mar 23, 2026 |
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| Talking Head Reenactment | 2 | 1 | Feb 20, 2026 |
|---|