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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 |
|---|---|---|---|---|
| Temporal Video Grounding | 25 | 38 | Jul 7, 2026 | |
| Utility Evaluation | 25 | 17 | Jun 24, 2026 | |
| Closed-loop Autonomous Driving | 25 | 25 | Jun 16, 2026 | |
| IO User Detection | 25 | 1 | Jul 8, 2026 | |
| Future state prediction | 25 | 10 | May 22, 2026 | |
| Talking Face Generation | 24 | 22 | Jul 1, 2026 | |
| Color Image Denoising | 24 | 26 | Apr 16, 2026 | |
| Histopathology Image Classification | 24 | 8 | Apr 8, 2026 | |
| Multi-label Image Classification |
| 24 |
| 26 |
| Jun 16, 2026 |
| Weakly Supervised Object Localization | 24 | 25 | Jul 1, 2026 |
|---|
| Fine-grained visual classification | 24 | 49 | Jun 25, 2026 |
|---|
| Continuous Sign Language Recognition | 24 | 19 | Apr 21, 2026 |
|---|
| Organ Segmentation | 24 | 15 | Jun 16, 2026 |
|---|
| Indoor Localization | 24 | 12 | Jun 12, 2026 |
|---|
| Scene Graph Classification | 24 | 26 | Jul 3, 2026 |
|---|
| Anomaly Detection and Localization | 24 | 14 | Jun 30, 2026 |
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| Handwriting Recognition | 24 | 17 | Jun 9, 2026 |
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| 3D Tracking | 24 | 13 | May 14, 2026 |
|---|
| Test-time adaptation | 24 | 16 | Jun 25, 2026 |
|---|
| Object Erasure | 24 | 14 | Jun 16, 2026 |
|---|
| End-to-end Autonomous Driving | 24 | 26 | Jul 7, 2026 |
|---|
| Multi-task image classification | 24 | 11 | Jul 3, 2026 |
|---|
| Position Estimation | 24 | 12 | Jun 4, 2026 |
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| Video-level Deepfake Detection | 24 | 5 | May 12, 2026 |
|---|
| Pairwise Object Assembly | 24 | 1 | Feb 18, 2026 |
|---|