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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 |
|---|---|---|---|---|
| Age Estimation | 82 | 43 | Jul 8, 2026 | |
| Video Retrieval | 82 | 63 | Jul 7, 2026 | |
| Few-Shot Class-Incremental Learning | 82 | 36 | Jun 24, 2026 | |
| Heart Rate estimation | 81 | 36 | Jul 1, 2026 | |
| Video Restoration | 81 | 18 | Jul 9, 2026 | |
| Hyperspectral Anomaly Detection | 79 | 9 | Jun 17, 2026 | |
| Part Segmentation | 79 | 120 | Jul 8, 2026 | |
| Camouflaged Object Detection | 79 | 56 | Jul 7, 2026 | |
| Referring Video Object Segmentation |
| 78 |
| 74 |
| Jun 26, 2026 |
| Detection | 78 | 40 | Jun 29, 2026 |
|---|
| Vessel segmentation | 78 | 34 | Jun 24, 2026 |
|---|
| Scene Classification | 77 | 61 | Jul 8, 2026 |
|---|
| Zero-shot Image Classification | 77 | 40 | Jul 3, 2026 |
|---|
| Failure Detection | 77 | 16 | Jun 23, 2026 |
|---|
| Counterfactual Generation | 76 | 20 | Jul 3, 2026 |
|---|
| Action Classification | 76 | 68 | Jul 7, 2026 |
|---|
| Fake Image Detection | 75 | 23 | Jun 16, 2026 |
|---|
| Multimodal Question Answering | 75 | 65 | Jul 3, 2026 |
|---|
| Action Detection | 75 | 60 | Jun 23, 2026 |
|---|
| Image-level Anomaly Detection | 74 | 44 | Jun 15, 2026 |
|---|
| Targeted Adversarial Attack | 74 | 30 | Jul 7, 2026 |
|---|
| Trajectory Forecasting | 74 | 35 | Jul 2, 2026 |
|---|
| Infrared Small Target Detection | 73 | 32 | Jul 7, 2026 |
|---|
| Gaussian Deblurring | 73 | 47 | Jun 30, 2026 |
|---|
| Video Reasoning | 72 | 58 | Jul 7, 2026 |
|---|