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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 |
|---|---|---|---|---|
| Multi-domain Task-Incremental Learning | 7 | 7 | May 28, 2026 | |
| Refusal Rate Evaluation | 7 | 5 | May 13, 2026 | |
| 3D Human Mesh Reconstruction | 7 | 5 | Apr 24, 2026 | |
| Batch integration | 7 | 1 | Feb 18, 2026 | |
| OCR-related Understanding Tasks | 7 | 8 | May 11, 2026 | |
| Paraphrasing | 7 | 5 | Apr 15, 2026 | |
| Egocentric Activity Recognition | 7 | 3 | Feb 18, 2026 | |
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 | |
| Repetitive Action Counting |
| 7 |
| 5 |
| Feb 18, 2026 |
| Graph Similarity Ranking (MCCS) | 7 | 1 | Feb 18, 2026 |
|---|
| Local Causal Discovery | 7 | 1 | Apr 1, 2026 |
|---|
| Soundscape Classification | 7 | 2 | May 21, 2026 |
|---|
| Multi-person 3D Pose Estimation | 7 | 25 | Apr 21, 2026 |
|---|
| Wasserstein Distance Estimation | 7 | 3 | Mar 5, 2026 |
|---|
| Engineering Design Optimization | 7 | 4 | Jun 26, 2026 |
|---|
| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
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| Agentic Task Execution | 7 | 2 | Jun 11, 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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| Online sequence prediction | 7 | 1 | Mar 31, 2026 |
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| Novel Class Prevalence Estimation | 7 | 1 | Feb 18, 2026 |
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| Organ-level semantic segmentation | 7 | 1 | Mar 31, 2026 |
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| Target classification and novel class prevalence estimation | 7 | 1 | Feb 18, 2026 |
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| Multi-horizon forecasting | 7 | 2 | May 15, 2026 |
|---|
| Monocular Metric Depth Estimation | 7 | 5 | Jun 1, 2026 |
|---|