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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 |
|---|---|---|---|---|
| Gesture Recognition | 83 | 70 | Jul 9, 2026 | |
| Optical Character Recognition | 83 | 116 | Jul 7, 2026 | |
| Machine Reading Comprehension | 83 | 69 | Jun 9, 2026 | |
| Crowd Counting | 82 | 55 | Jun 24, 2026 | |
| Video Retrieval | 82 | 63 | Jul 7, 2026 | |
| Age Estimation | 82 | 43 | Jul 8, 2026 | |
| Few-Shot Class-Incremental Learning | 82 | 36 | Jun 24, 2026 | |
| LiDAR-Inertial Odometry | 82 | 11 | Jun 29, 2026 | |
| Simulation-Based Inference | 82 | 12 | Jul 7, 2026 | |
| Fact Verification |
|---|
| 82 |
| 76 |
| Jul 7, 2026 |
| Speech Translation | 82 | 49 | Jul 8, 2026 |
|---|
| Video Restoration | 81 | 18 | Jul 9, 2026 |
|---|
| Heart Rate estimation | 81 | 36 | Jul 1, 2026 |
|---|
| Function Approximation | 80 | 23 | Jul 7, 2026 |
|---|
| Robotic Grasping | 80 | 33 | Jul 2, 2026 |
|---|
| Intrinsic Dimension Estimation | 80 | 6 | Jun 26, 2026 |
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| Sleep Staging | 80 | 22 | Jun 19, 2026 |
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| Speculative Decoding | 80 | 39 | Jul 7, 2026 |
|---|
| Camouflaged Object Detection | 79 | 56 | Jul 7, 2026 |
|---|
| Long-context Language Understanding | 79 | 117 | Jul 7, 2026 |
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| Part Segmentation | 79 | 120 | Jul 8, 2026 |
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| Hyperspectral Anomaly Detection | 79 | 9 | Jun 17, 2026 |
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| Long-context retrieval | 79 | 54 | Jul 8, 2026 |
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| Multimodal Evaluation | 79 | 223 | Jul 7, 2026 |
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| Forward PDE solving | 78 | 19 | Jul 2, 2026 |
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