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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 |
|---|---|---|---|---|
| Action Recognition (Dense Labeling) | 2 | 2 | Feb 18, 2026 | |
| Abstractive Question Summarization | 2 | 1 | Feb 18, 2026 | |
| Open-Set Domain Adaptation Semantic Segmentation | 2 | 1 | Feb 20, 2026 | |
| Structured Pathology Report Prediction | 2 | 1 | Mar 23, 2026 | |
| Target Retrieval | 2 | 2 | Feb 27, 2026 | |
| Causal Judgment | 2 | 2 | Mar 25, 2026 | |
| Statement generation | 2 | 1 | Mar 23, 2026 | |
| Autoformalization and Proving | 2 | 1 | Mar 23, 2026 | |
| Dataset Retrieval | 2 | 1 | Mar 23, 2026 | |
| Emotion Understanding |
|---|
| 2 |
| 2 |
| Jul 3, 2026 |
| NIR-to-RGB translation | 2 | 2 | Mar 5, 2026 |
|---|
| model-free try-on | 2 | 1 | Mar 23, 2026 |
|---|
| try-off | 2 | 1 | Mar 23, 2026 |
|---|
| Audio Captioning Evaluation | 2 | 2 | Apr 14, 2026 |
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| Region-level Visual Grounding | 2 | 1 | Feb 20, 2026 |
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| model-based try-on | 2 | 1 | Mar 23, 2026 |
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| Text-to-Audio evaluation | 2 | 1 | Mar 23, 2026 |
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| 3D OCT-A Segmentation | 2 | 1 | Feb 18, 2026 |
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| Novel View Synthesis Enhancement | 2 | 1 | Feb 18, 2026 |
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| Block Location Probing | 2 | 2 | Jun 26, 2026 |
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| Block Angle Probing | 2 | 2 | Jun 26, 2026 |
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| Agent Location Probing | 2 | 2 | Jun 26, 2026 |
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| Prefill-stage hallucination risk detection | 2 | 1 | Mar 23, 2026 |
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| Quadratic Programming Optimization | 2 | 2 | May 29, 2026 |
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| Prompt Hygiene Evaluation | 2 | 1 | Mar 23, 2026 |
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