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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 |
|---|---|---|---|---|
| Image Search | 6 | 10 | Feb 27, 2026 | |
| Image Classification, OOD Detection, and Adversarial Attack Detection | 6 | 1 | Mar 5, 2026 | |
| Satellite-to-Drone Geo-localization | 6 | 4 | Apr 20, 2026 | |
| Triplet Recognition | 6 | 6 | Jun 25, 2026 | |
| Multi-image Grounding | 6 | 4 | Apr 27, 2026 | |
| Chart Reasoning | 6 | 6 | May 18, 2026 | |
| Promptable Concept Segmentation | 6 | 1 | Feb 20, 2026 | |
| Video Motion Transfer | 6 | 4 | Mar 25, 2026 | |
| Human Pose Prediction |
| 6 |
| 4 |
| Feb 27, 2026 |
| 3D Human Pose Prediction | 6 | 7 | Feb 27, 2026 |
|---|
| Video Fusion | 6 | 2 | Apr 3, 2026 |
|---|
| Speech-driven gesture generation | 6 | 6 | May 8, 2026 |
|---|
| Single MR Image Super-Resolution | 6 | 1 | Feb 18, 2026 |
|---|
| Computer-Aided Diagnosis (CAD) | 6 | 3 | Jul 8, 2026 |
|---|
| Multi-modal Video Understanding | 6 | 20 | Jun 17, 2026 |
|---|
| Scene Captioning | 6 | 2 | Apr 2, 2026 |
|---|
| Cross-Domain Few-Shot Segmentation | 6 | 2 | Jun 24, 2026 |
|---|
| Multi-target Classification | 6 | 1 | Feb 18, 2026 |
|---|
| Mathematical & Geometric Reasoning | 6 | 2 | Apr 13, 2026 |
|---|
| Movie Tagging | 6 | 5 | Jun 4, 2026 |
|---|
| Visual Relocalization | 6 | 7 | Jul 7, 2026 |
|---|
| Valence-Arousal Estimation | 6 | 6 | Jul 8, 2026 |
|---|
| Human Action QA | 6 | 1 | Feb 25, 2026 |
|---|
| Histopathology classification | 6 | 4 | May 19, 2026 |
|---|
| Open-Set Semantic Segmentation | 6 | 2 | Feb 24, 2026 |
|---|