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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 |
|---|---|---|---|---|
| Incompressible Flow Prediction | 6 | 1 | Mar 26, 2026 | |
| Partially Relevant Video Retrieval | 6 | 2 | May 8, 2026 | |
| Audio Fingerprinting | 6 | 1 | Mar 26, 2026 | |
| Lifelong Multi-Agent Path Finding | 6 | 1 | Mar 26, 2026 | |
| Cross-domain AI-generated image detection | 6 | 1 | Mar 25, 2026 | |
| Refusal Detection | 6 | 4 | May 12, 2026 | |
| Retinal Layer Segmentation | 6 | 2 | Apr 7, 2026 | |
| Multi-modal Classification | 6 | 5 | Jul 1, 2026 | |
| Pick Bottles |
| 6 |
| 4 |
| Jun 23, 2026 |
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
|---|
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
|---|
| Bayesian Neural Networks | 6 | 4 | May 18, 2026 |
|---|
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
|---|
| Image Aesthetics Assessment | 6 | 3 | Jun 9, 2026 |
|---|
| CTR estimation | 6 | 1 | Feb 18, 2026 |
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| Sign Recognition | 6 | 2 | Feb 18, 2026 |
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| Blind Super-Resolution (x2) | 6 | 1 | Feb 18, 2026 |
|---|
| Sketch Recognition | 6 | 2 | Feb 22, 2026 |
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| Generalization Reasoning | 6 | 4 | May 29, 2026 |
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| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 |
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| Robotic Pushing | 6 | 3 | Jun 16, 2026 |
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| Inertial Navigation | 6 | 2 | Feb 21, 2026 |
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| Closed-Loop End-Effector Tracking | 6 | 1 | Mar 25, 2026 |
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| 3D Human Motion Capture | 6 | 3 | May 20, 2026 |
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| Repetition Mitigation | 6 | 2 | Feb 18, 2026 |
|---|