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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 |
|---|---|---|---|---|
| Stereo Matching | 124 | 68 | Jul 9, 2026 | |
| Few-shot Image Classification | 122 | 126 | Jul 8, 2026 | |
| Image Compression | 122 | 74 | Jun 23, 2026 | |
| Fine grained classification | 121 | 65 | Jun 30, 2026 | |
| Multimodal Classification | 117 | 45 | Jul 9, 2026 | |
| Image Deraining | 117 | 82 | Jun 30, 2026 | |
| Open Vocabulary Semantic Segmentation | 116 | 47 | Jul 7, 2026 | |
| Concept Erasure | 116 | 35 | Jul 7, 2026 | |
| Object Classification | 115 | 148 | Jul 8, 2026 | |
| Place Recognition |
|---|
| 112 |
| 27 |
| Jul 9, 2026 |
| Interactive Segmentation | 111 | 41 | Jul 8, 2026 |
|---|
| object recognition | 111 | 62 | Jul 3, 2026 |
|---|
| Image Dehazing | 110 | 98 | Jul 3, 2026 |
|---|
| Face Forgery Detection | 108 | 34 | Jul 7, 2026 |
|---|
| Counterfactual Explanation | 108 | 18 | Jul 9, 2026 |
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| Brain Tumor Segmentation | 108 | 88 | Jul 1, 2026 |
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| Referring Image Segmentation | 106 | 59 | Jul 8, 2026 |
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| Object Counting | 106 | 75 | Jul 8, 2026 |
|---|
| Face Anti-Spoofing | 103 | 29 | Jul 7, 2026 |
|---|
| Facial Expression Recognition | 101 | 77 | Jul 8, 2026 |
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| Long Video Understanding | 100 | 129 | Jul 8, 2026 |
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| Generalized Category Discovery | 98 | 38 | Jul 7, 2026 |
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| Zero-shot Classification | 97 | 69 | Jul 7, 2026 |
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| Object Hallucination Evaluation | 96 | 393 | Jul 9, 2026 |
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| Video Anomaly Detection | 95 | 102 | Jul 2, 2026 |
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