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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 |
|---|---|---|---|---|
| Domain Generalization | 134 | 142 | Jul 8, 2026 | |
| Multi-Object Tracking | 133 | 171 | Jul 7, 2026 | |
| Video Prediction | 133 | 87 | Jul 1, 2026 | |
| Fine-grained Image Classification | 133 | 134 | Jul 9, 2026 | |
| Human Pose Estimation | 133 | 147 | Jul 7, 2026 | |
| Tabular Data Generation | 132 | 19 | Jun 4, 2026 | |
| Long-context Understanding | 131 | 153 | Jul 8, 2026 | |
| Image Segmentation | 130 | 77 | Jul 8, 2026 | |
| Operator learning | 129 | 30 | Jul 8, 2026 | |
| Hallucination Evaluation |
| 129 |
| 196 |
| Jul 8, 2026 |
| Virtual Try-On | 128 | 53 | Jul 7, 2026 |
|---|
| Tracking | 128 | 62 | Jul 9, 2026 |
|---|
| Domain Adaptation | 128 | 103 | Jul 7, 2026 |
|---|
| Combinatorial Optimization | 127 | 30 | Jul 7, 2026 |
|---|
| Traffic Signal Control | 127 | 31 | Jun 29, 2026 |
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| Video Quality Assessment | 124 | 48 | Jul 7, 2026 |
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| Stereo Matching | 124 | 68 | Jul 9, 2026 |
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| Bayesian Optimization | 124 | 18 | Jun 15, 2026 |
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| Multi-task Language Understanding | 123 | 294 | Jul 9, 2026 |
|---|
| Few-shot Image Classification | 122 | 126 | Jul 8, 2026 |
|---|
| Image Compression | 122 | 74 | Jun 23, 2026 |
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| Fine grained classification | 121 | 65 | Jun 30, 2026 |
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| Entity Linking | 121 | 46 | May 27, 2026 |
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| LLM-generated text detection | 120 | 15 | Jul 9, 2026 |
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| Probabilistic Forecasting | 119 | 37 | Jun 30, 2026 |
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