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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 |
|---|---|---|---|---|
| Automatic License Plate Recognition | 3 | 3 | Feb 18, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Temporal Action Grounding | 3 | 2 | Apr 27, 2026 | |
| Personalized Image Description Generation | 3 | 1 | Feb 20, 2026 | |
| Video Jailbreaking | 3 | 2 | Jul 1, 2026 | |
| Superpixel Evaluation | 3 | 1 | Feb 18, 2026 | |
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 | |
| Identity Unlearning |
| 3 |
| 2 |
| Jun 30, 2026 |
| Body-part Segmentation | 3 | 3 | Apr 24, 2026 |
|---|
| Document-oriented Visual Question Answering | 3 | 10 | Apr 21, 2026 |
|---|
| NC vs. MCI classification | 3 | 7 | Jun 19, 2026 |
|---|
| Style-Driven Image Generation | 3 | 1 | Feb 18, 2026 |
|---|
| Correspondence Classification | 3 | 1 | Feb 18, 2026 |
|---|
| Lesion Detection and Volume Estimation | 3 | 1 | Feb 20, 2026 |
|---|
| Instance-level and global segmentation | 3 | 1 | Feb 20, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Skin Condition Image Classification | 3 | 1 | Feb 18, 2026 |
|---|
| Lexical Simplification | 3 | 2 | Feb 18, 2026 |
|---|
| Meta-Measure 4 (Structural Sensitivity - Dilate) | 3 | 1 | Feb 20, 2026 |
|---|
| English | 3 | 1 | Feb 18, 2026 |
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| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
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| Qualitative User Preference Evaluation | 3 | 1 | Feb 18, 2026 |
|---|
| Closed-loop verification | 3 | 1 | Feb 20, 2026 |
|---|