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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 |
|---|---|---|---|---|
| Patch-Level Classification | 20 | 7 | May 26, 2026 | |
| Gaussian deblur | 20 | 18 | Jun 30, 2026 | |
| Target sensitivity estimation | 20 | 1 | Apr 14, 2026 | |
| Open-ended Video Question Answering | 20 | 18 | Jul 3, 2026 | |
| Question Classification | 20 | 45 | Jun 30, 2026 | |
| Robot Task Planning | 20 | 5 | Apr 20, 2026 | |
| Amodal Segmentation | 20 | 7 | May 26, 2026 | |
| Abnormal Event Detection | 20 | 39 | May 12, 2026 | |
| Optimal Auction Design | 20 | 4 | Jul 1, 2026 | |
| 20 |
| 15 |
| Feb 18, 2026 |
| Block-stacking | 20 | 12 | Jul 9, 2026 |
|---|
| Face Reconstruction | 20 | 17 | Jun 23, 2026 |
|---|
| In-context retrieval | 20 | 10 | Jul 7, 2026 |
|---|
| Lifelong Learning | 20 | 8 | Jun 26, 2026 |
|---|
| 2D Navigation | 20 | 7 | Jul 2, 2026 |
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| Instance attribution explanation | 20 | 1 | Apr 14, 2026 |
|---|
| Inductive Node Classification | 20 | 8 | Mar 18, 2026 |
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| Edge Coverage | 20 | 1 | Mar 16, 2026 |
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| Causal Bayesian Optimization | 20 | 2 | Jun 2, 2026 |
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| Full Reference Image Quality Assessment | 20 | 11 | Apr 23, 2026 |
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| Ranking Prediction | 20 | 2 | Jun 29, 2026 |
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| Concept Detection | 20 | 3 | Jun 15, 2026 |
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| Sparse Autoencoding | 20 | 6 | Jul 3, 2026 |
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| Fine-tuning | 20 | 9 | Jul 7, 2026 |
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| Image-Text Matching | 20 | 12 | Jul 2, 2026 |
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