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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 |
|---|---|---|---|---|
| Species Detection | 2 | 2 | May 12, 2026 | |
| Aspect Term Extraction (ATE) | 2 | 2 | Feb 19, 2026 | |
| Video Multimodal Interpretation | 2 | 1 | Mar 24, 2026 | |
| Controllable Video Segmentation | 2 | 1 | Mar 24, 2026 | |
| Video Pointing | 2 | 2 | Mar 31, 2026 | |
| Socio-semantic Segmentation | 2 | 1 | Feb 20, 2026 | |
| Plane Matching | 2 | 1 | Mar 24, 2026 | |
| RAW-to-RAW mapping | 2 | 1 | Mar 24, 2026 | |
| Prostate MRI and histopathology image registration |
| 2 |
| 1 |
| Feb 18, 2026 |
| Real-time Visual Perception | 2 | 4 | May 11, 2026 |
|---|
| Text-aerial person retrieval | 2 | 1 | Mar 24, 2026 |
|---|
| Waveform Reconstruction | 2 | 2 | Jun 30, 2026 |
|---|
| Dynamic target geo-localization | 2 | 1 | Mar 24, 2026 |
|---|
| MultiModal Long-Context Understanding | 2 | 2 | Apr 21, 2026 |
|---|
| Video Paragraph Generation | 2 | 2 | Feb 18, 2026 |
|---|
| 2D Semantic Labeling | 2 | 1 | Feb 18, 2026 |
|---|
| Restoration | 2 | 2 | May 1, 2026 |
|---|
| 3D Semantic Labeling | 2 | 1 | Feb 18, 2026 |
|---|
| Drug co-lethality prediction | 2 | 1 | Mar 24, 2026 |
|---|
| Multimodal Information Extraction | 2 | 1 | Mar 24, 2026 |
|---|
| Directional attribution | 2 | 1 | Mar 24, 2026 |
|---|
| Neuronal cell segmentation | 2 | 1 | Feb 20, 2026 |
|---|
| Long-answer Visual Question Answering | 2 | 2 | Apr 10, 2026 |
|---|
| Collaborative Perception (CP) | 2 | 1 | Mar 24, 2026 |
|---|
| Navigation (NAV) | 2 | 1 | Mar 24, 2026 |
|---|