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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 |
|---|---|---|---|---|
| Video segmentation | 14 | 13 | Jul 1, 2026 | |
| Image Attribution | 14 | 4 | Jun 30, 2026 | |
| Infrared-Visible Image Fusion | 14 | 16 | Jun 16, 2026 | |
| Category-agnostic Pose Estimation | 14 | 6 | May 14, 2026 | |
| Video Virtual Try-on | 14 | 7 | Jun 25, 2026 | |
| World Model Prediction | 14 | 3 | May 19, 2026 | |
| Fingerprint Verification | 14 | 4 | Jun 23, 2026 | |
| Open Set Domain Adaptation | 14 | 13 | May 8, 2026 | |
| Audio-Visual Deepfake Detection |
| 14 |
| 6 |
| Jun 1, 2026 |
| Remote Sensing Image Classification | 14 | 6 | Apr 24, 2026 |
|---|
| Line Segment Detection | 14 | 11 | Jul 9, 2026 |
|---|
| Action phase classification | 14 | 5 | Feb 18, 2026 |
|---|
| Zero-shot recognition | 14 | 6 | Feb 27, 2026 |
|---|
| Compositional Evaluation | 14 | 9 | May 26, 2026 |
|---|
| Group activity recognition | 14 | 13 | Apr 7, 2026 |
|---|
| Image-to-3D | 14 | 13 | Jul 7, 2026 |
|---|
| Meme Classification | 14 | 16 | Jun 16, 2026 |
|---|
| Single Image Dehazing | 14 | 5 | Jun 16, 2026 |
|---|
| HSI Reconstruction | 14 | 6 | Jul 1, 2026 |
|---|
| Human Action Recognition | 14 | 17 | Jun 23, 2026 |
|---|
| Class-agnostic 3D instance segmentation | 14 | 11 | Jun 15, 2026 |
|---|
| Watermarking Robustness | 14 | 6 | Jul 7, 2026 |
|---|
| Lip synchronization | 14 | 10 | Jun 30, 2026 |
|---|
| Robust Image Classification | 14 | 15 | Jun 26, 2026 |
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| Action Generation | 14 | 10 | Jun 30, 2026 |
|---|