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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 |
|---|---|---|---|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Histology classification | 3 | 2 | May 13, 2026 | |
| Contact Detection | 3 | 2 | Mar 4, 2026 | |
| Visual Math | 3 | 5 | Jun 18, 2026 | |
| Open-set Unsupervised Video Domain Adaptation | 3 | 3 | Feb 18, 2026 | |
| Joint prediction | 3 | 3 | Feb 22, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Robot Task Execution | 3 | 3 | May 19, 2026 | |
| Benchmark Compression |
| 3 |
| 1 |
| Feb 18, 2026 |
| Benchmark Compression (Coreset selection) | 3 | 1 | Feb 18, 2026 |
|---|
| Acoustic unit discovery | 3 | 2 | Feb 18, 2026 |
|---|
| 2D Long-range optical flow | 3 | 2 | Feb 20, 2026 |
|---|
| Fair Order Matching | 3 | 1 | Apr 9, 2026 |
|---|
| subject-to-video generation | 3 | 5 | Jun 9, 2026 |
|---|
| Difference Caption Generation | 3 | 1 | Feb 18, 2026 |
|---|
| MCQ selection similarity | 3 | 1 | Mar 31, 2026 |
|---|
| Functional Circuit Deception | 3 | 1 | Mar 30, 2026 |
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| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Obstacle Detection | 3 | 2 | Jun 5, 2026 |
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| Poker Gameplay Performance | 3 | 1 | Feb 18, 2026 |
|---|
| Anatomical Segmentation | 3 | 2 | Mar 11, 2026 |
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| Intra-frame object tracking | 3 | 1 | Feb 18, 2026 |
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| Video Superresolution | 3 | 1 | Feb 18, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Visual Retrieval-Augmented Generation | 3 | 3 | Jun 23, 2026 |
|---|