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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 |
|---|---|---|---|---|
| 3D Medical Image Segmentation | 78 | 36 | Jul 7, 2026 | |
| Vessel segmentation | 78 | 34 | Jun 24, 2026 | |
| Audio Deepfake Detection | 78 | 39 | Jul 1, 2026 | |
| Forward PDE solving | 78 | 19 | Jul 2, 2026 | |
| Referring Video Object Segmentation | 78 | 74 | Jun 26, 2026 | |
| Conditional Image Generation | 78 | 76 | Jul 8, 2026 | |
| Failure Detection | 77 | 16 | Jun 23, 2026 | |
| Multi-label Feature Selection | 77 | 3 | Jun 2, 2026 | |
| Explanation Generation | 77 |
| 35 |
| Jul 7, 2026 |
| Multitask Language Understanding | 77 | 172 | Jul 7, 2026 |
|---|
| Zero-shot Image Classification | 77 | 40 | Jul 3, 2026 |
|---|
| Scene Classification | 77 | 61 | Jul 8, 2026 |
|---|
| Action Classification | 76 | 68 | Jul 7, 2026 |
|---|
| Counterfactual Generation | 76 | 20 | Jul 3, 2026 |
|---|
| Web navigation | 76 | 75 | Jul 9, 2026 |
|---|
| Error detection | 76 | 33 | Jul 1, 2026 |
|---|
| Arithmetic Reasoning | 76 | 106 | Jul 3, 2026 |
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| Emotion Classification | 76 | 56 | Jul 8, 2026 |
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| Action Detection | 75 | 60 | Jun 23, 2026 |
|---|
| Fake Image Detection | 75 | 23 | Jun 16, 2026 |
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| Tool Calling | 75 | 37 | Jul 2, 2026 |
|---|
| Multimodal Question Answering | 75 | 65 | Jul 3, 2026 |
|---|
| Text-to-3D Generation | 74 | 53 | Jun 30, 2026 |
|---|
| Trajectory Optimization | 74 | 18 | Jun 2, 2026 |
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| Trajectory Forecasting | 74 | 35 | Jul 2, 2026 |
|---|