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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 |
|---|---|---|---|---|
| Visual-Inertial Navigation | 19 | 1 | Mar 26, 2026 | |
| Affordance Segmentation | 19 | 6 | May 6, 2026 | |
| Camera Relocalization | 19 | 6 | Jun 24, 2026 | |
| Multiple Object Tracking | 19 | 87 | Jul 2, 2026 | |
| Text-based Visual Question Answering | 19 | 136 | Jul 3, 2026 | |
| Vehicle Detection | 19 | 13 | May 19, 2026 | |
| Humanoid motion tracking | 19 | 9 | Jun 23, 2026 | |
| Surgical Skill Assessment | 19 | 7 | May 25, 2026 | |
| Diagram Understanding |
| 19 |
| 64 |
| Jul 3, 2026 |
| Articulated Object Manipulation | 19 | 9 | Jun 26, 2026 |
|---|
| Multilabel Classification | 19 | 7 | May 13, 2026 |
|---|
| Classical Image Super-Resolution | 19 | 7 | Mar 11, 2026 |
|---|
| Base-to-novel generalization | 19 | 17 | Jul 8, 2026 |
|---|
| Iris Recognition | 19 | 4 | Jul 7, 2026 |
|---|
| Long-tail recognition | 19 | 5 | Apr 3, 2026 |
|---|
| Visual Active Search | 19 | 2 | May 18, 2026 |
|---|
| Failure Prediction | 19 | 5 | Jun 23, 2026 |
|---|
| Formula Recognition | 19 | 7 | May 19, 2026 |
|---|
| Vision-Language Modeling | 19 | 2 | Jun 17, 2026 |
|---|
| Image Classification Calibration | 19 | 9 | Jun 25, 2026 |
|---|
| Blind Face Restoration | 19 | 15 | Jun 8, 2026 |
|---|
| End-to-End Text Spotting | 19 | 18 | Apr 23, 2026 |
|---|
| Black-box Adversarial Attack | 18 | 12 | Jun 1, 2026 |
|---|
| Semantic Change Detection | 18 | 15 | Jun 9, 2026 |
|---|
| Certified Robustness | 18 | 14 | Jun 29, 2026 |
|---|