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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 |
|---|---|---|---|---|
| Thermal Sensing | 1 | 1 | Feb 18, 2026 | |
| IMU Perception | 1 | 1 | Feb 18, 2026 | |
| Prostate cancer tissue classification | 1 | 1 | Feb 21, 2026 | |
| Hippocampus Segmentation | 1 | 1 | Feb 21, 2026 | |
| Video Quality Assessment (Pairwise Ranking) | 1 | 1 | Feb 18, 2026 | |
| Abdominal lymph node segmentation | 1 | 1 | Feb 21, 2026 | |
| 4D Facial Expression Generation | 1 | 1 | Feb 18, 2026 | |
| Text-rich Image Question Answering (Extraction) | 1 | 1 | Feb 27, 2026 | |
| Text-rich Image Question Answering (Abstract) |
| 1 |
| 1 |
| Feb 27, 2026 |
| Text-rich image question-answering | 1 | 1 | Feb 27, 2026 |
|---|
| Facial Attribute Classification (Attractive) | 1 | 2 | Feb 21, 2026 |
|---|
| Occlusion Boundary Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Indoor Scene Dataset Comparison | 1 | 1 | Feb 18, 2026 |
|---|
| Long-Tailed Multi-Label Visual Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Attribute Understanding | 1 | 1 | Feb 18, 2026 |
|---|
| Court view generation | 1 | 1 | Feb 18, 2026 |
|---|
| Object Hallucination Discrimination | 1 | 2 | Jun 1, 2026 |
|---|
| Label-based Image Attribute Editing | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-modal Reasoning and Understanding | 1 | 2 | Apr 14, 2026 |
|---|
| Try-on editing | 1 | 1 | Feb 18, 2026 |
|---|
| Label-based Image Editing | 1 | 1 | Feb 18, 2026 |
|---|
| Disentanglement Forward Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Disentanglement evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Entity Grounding | 1 | 1 | Feb 18, 2026 |
|---|
| Financial Chart Question Answering | 1 | 1 | Feb 18, 2026 |
|---|