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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 |
|---|---|---|---|---|
| Formal Theorem Proving | 54 | 40 | Jul 2, 2026 | |
| Text-to-Image Synthesis | 54 | 48 | Jul 9, 2026 | |
| Point Cloud Denoising | 54 | 7 | Jun 5, 2026 | |
| Multi-hop Reasoning | 54 | 44 | Jun 30, 2026 | |
| Entity Matching | 54 | 8 | Jun 30, 2026 | |
| Tool Retrieval | 54 | 16 | Jun 17, 2026 | |
| Minimum Vertex Cover | 54 | 10 | Jun 15, 2026 | |
| Document Parsing | 54 | 33 | Jul 7, 2026 | |
| Accuracy Estimation | 54 | 6 | Jun 5, 2026 | |
| Long Video Generation |
| 54 |
| 41 |
| Jul 7, 2026 |
| Multimodal Retrieval | 54 | 35 | Jun 12, 2026 |
|---|
| Fake News Detection | 54 | 33 | Jul 7, 2026 |
|---|
| Video Inpainting | 53 | 31 | Jun 18, 2026 |
|---|
| Human Motion Prediction | 53 | 46 | Jun 30, 2026 |
|---|
| Question Generation | 53 | 41 | Jun 18, 2026 |
|---|
| Continuous Optimisation | 53 | 1 | Mar 20, 2026 |
|---|
| Bimanual Manipulation | 53 | 35 | Jul 8, 2026 |
|---|
| Fuzzing | 53 | 6 | Jun 4, 2026 |
|---|
| Code Reasoning | 53 | 66 | Jul 7, 2026 |
|---|
| Object Discovery | 53 | 24 | Apr 28, 2026 |
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| Robustness Evaluation | 53 | 23 | Jun 17, 2026 |
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| Causal Structure Learning | 53 | 19 | Jun 11, 2026 |
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| Model Editing | 53 | 20 | Jun 18, 2026 |
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| Skin lesion classification | 53 | 46 | Jul 8, 2026 |
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| Dialogue Response Generation | 53 | 24 | Jun 15, 2026 |
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