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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 |
|---|---|---|---|---|
| KV cache compression | 7 | 1 | Mar 31, 2026 | |
| Column matching | 7 | 2 | Mar 6, 2026 | |
| Batch integration | 7 | 1 | Feb 18, 2026 | |
| Timbre Transfer | 7 | 4 | Jun 16, 2026 | |
| Paraphrasing | 7 | 5 | Apr 15, 2026 | |
| Button Pressing | 7 | 5 | Jul 1, 2026 | |
| Song Generation | 7 | 7 | Jun 30, 2026 | |
| Online sequence prediction | 7 | 1 | Mar 31, 2026 | |
| Organ-level semantic segmentation | 7 | 1 | Mar 31, 2026 | |
| Graph Similarity Ranking (MCCS) |
| 7 |
| 1 |
| Feb 18, 2026 |
| Multi-horizon forecasting | 7 | 2 | May 15, 2026 |
|---|
| Response Selection (Subtask 1) | 7 | 2 | Feb 18, 2026 |
|---|
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
|---|
| Monocular Metric Depth Estimation | 7 | 5 | Jun 1, 2026 |
|---|
| Legal text generation | 7 | 2 | Apr 29, 2026 |
|---|
| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
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| 2D Landmark Prediction | 7 | 2 | Apr 8, 2026 |
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| Integer Linear Programming Solving | 7 | 3 | May 13, 2026 |
|---|
| Surface mesh reconstruction | 7 | 2 | Jul 7, 2026 |
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| Agentic Task Execution | 7 | 2 | Jun 11, 2026 |
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| OCR-related Understanding Tasks | 7 | 8 | May 11, 2026 |
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| Image-to-Image Generation | 7 | 7 | May 13, 2026 |
|---|
| Robotic Trajectory Tracking | 7 | 2 | Jun 18, 2026 |
|---|
| Video-based Person Re-identification | 7 | 5 | Jul 3, 2026 |
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| Behavior Prediction | 7 | 5 | Jul 9, 2026 |
|---|