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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 |
|---|---|---|---|---|
| Intra-run Loop Closure Detection | 7 | 1 | Feb 18, 2026 | |
| Code Refinement | 7 | 4 | Apr 2, 2026 | |
| Vein Segmentation | 7 | 3 | Apr 9, 2026 | |
| Instruction Induction | 7 | 6 | May 21, 2026 | |
| Causal Emotion Entailment | 7 | 2 | Feb 27, 2026 | |
| Action Alignment | 7 | 6 | Apr 30, 2026 | |
| Batch integration | 7 | 1 | Feb 18, 2026 | |
| OCR-related Understanding Tasks | 7 | 8 | May 11, 2026 | |
| Audio Separation | 7 | 4 | Jun 11, 2026 | |
| Agentic Task Execution |
|---|
| 7 |
| 2 |
| Jun 11, 2026 |
| Point-to-point Navigation | 7 | 3 | Jun 8, 2026 |
|---|
| Spatiotemporal Inference | 7 | 1 | Apr 1, 2026 |
|---|
| Modeling Attack | 7 | 2 | Apr 14, 2026 |
|---|
| Integer Linear Programming Solving | 7 | 3 | May 13, 2026 |
|---|
| Timeline Summarization | 7 | 3 | Jun 12, 2026 |
|---|
| Infant crying detection | 7 | 1 | Apr 2, 2026 |
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| Toxicity Prediction | 7 | 4 | May 26, 2026 |
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| Selective Question Answering | 7 | 4 | Jul 7, 2026 |
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| Facial Texture Generation | 7 | 2 | Feb 20, 2026 |
|---|
| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
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| Engineering Design Optimization | 7 | 4 | Jun 26, 2026 |
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| Travelling Salesperson Problem | 7 | 1 | Mar 31, 2026 |
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| KV cache compression | 7 | 1 | Mar 31, 2026 |
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| Paraphrasing | 7 | 5 | Apr 15, 2026 |
|---|
| Organ-level semantic segmentation | 7 | 1 | Mar 31, 2026 |
|---|