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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 Hallucination Assessment | 1 | 2 | May 12, 2026 | |
| Multimodal Perception and Grounding | 1 | 1 | Feb 20, 2026 | |
| Compositional Question Answering | 1 | 1 | Feb 20, 2026 | |
| Rotational Symmetry Recognition | 1 | 1 | Feb 20, 2026 | |
| Attribute Clustering | 1 | 1 | Feb 18, 2026 | |
| Open-Vocabulary Entity Grounding | 1 | 1 | Feb 18, 2026 | |
| Auto White Balance | 1 | 1 | Feb 20, 2026 | |
| View Synchronization | 1 | 1 | Feb 20, 2026 | |
| Region-Based Anatomical Plausibility |
| 1 |
| 1 |
| Feb 20, 2026 |
| Plant Classification | 1 | 1 | Feb 20, 2026 |
|---|
| 1:N (mixed media) Identification | 1 | 1 | Feb 18, 2026 |
|---|
| IMU Classification | 1 | 1 | Feb 27, 2026 |
|---|
| Keyframe Time Alignment | 1 | 1 | Feb 20, 2026 |
|---|
| Facial Age Classification | 1 | 1 | Feb 18, 2026 |
|---|
| SSP Inversion | 1 | 1 | Feb 18, 2026 |
|---|
| Spatial Understanding and Object Counting | 1 | 1 | Feb 20, 2026 |
|---|
| Medical Image-to-Image Translation (T1→T2) | 1 | 1 | Feb 20, 2026 |
|---|
| Cross-pose Face Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Unconditional Motion Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Medical Image-to-Image Translation (T1→FLAIR) | 1 | 1 | Feb 20, 2026 |
|---|
| Covid/non-covid classification | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Caricature Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| LaTeX Recognition | 1 | 1 | Feb 20, 2026 |
|---|
| Mango Variety Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Breast Tissue Classification | 1 | 1 | Feb 18, 2026 |
|---|