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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 |
|---|---|---|---|---|
| Contextual Bandits | 16 | 4 | Jun 29, 2026 | |
| Video Outpainting | 16 | 8 | May 28, 2026 | |
| Generalized Traveling Salesman Problem | 16 | 2 | May 19, 2026 | |
| 3D Segmentation | 16 | 11 | Jul 9, 2026 | |
| Neuron Segmentation | 16 | 3 | Mar 25, 2026 | |
| Face Demorphing | 16 | 2 | May 26, 2026 | |
| ODE discovery | 16 | 4 | Jul 2, 2026 | |
| CASH | 16 | 1 | Feb 18, 2026 | |
| Agent Task | 16 | 18 | Jul 7, 2026 | |
| Word Segmentation |
| 16 |
| 5 |
| Jul 9, 2026 |
| Goal-conditioned Planning | 16 | 4 | Jun 26, 2026 |
|---|
| LiDAR-Camera Extrinsic Calibration | 16 | 2 | Feb 21, 2026 |
|---|
| Multi-concept Erasure | 16 | 6 | May 29, 2026 |
|---|
| Biomedical Question Answering | 16 | 12 | Jun 18, 2026 |
|---|
| Failure attribution | 16 | 6 | Jun 4, 2026 |
|---|
| Constrained Reinforcement Learning | 16 | 3 | Jul 1, 2026 |
|---|
| Slide-level classification | 16 | 19 | Jun 30, 2026 |
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| Pruning | 16 | 6 | Jun 11, 2026 |
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| DAG learning | 16 | 7 | May 19, 2026 |
|---|
| Optic disc and cup segmentation | 16 | 6 | Apr 24, 2026 |
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| Story Point Estimation | 16 | 1 | Mar 17, 2026 |
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| Audio-visual understanding | 16 | 22 | Jul 7, 2026 |
|---|
| Taxonomic Classification | 16 | 6 | Jun 23, 2026 |
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| Path-following | 16 | 5 | Jun 4, 2026 |
|---|
| Re-identification | 16 | 11 | Jul 3, 2026 |
|---|