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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 |
|---|---|---|---|---|
| Match Prediction | 3 | 2 | Apr 7, 2026 | |
| Instance-level and global segmentation | 3 | 1 | Feb 20, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Temporal Action Grounding | 3 | 2 | Apr 27, 2026 | |
| Lesion Detection and Volume Estimation | 3 | 1 | Feb 20, 2026 | |
| Fast moving object deblurring | 3 | 1 | Feb 18, 2026 | |
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 | |
| Closed-loop verification | 3 | 1 | Feb 20, 2026 | |
| Meta-Measure 2 (Ground-Truth Switch) |
| 3 |
| 1 |
| Feb 20, 2026 |
| Abductive Natural Language Generation | 3 | 3 | Mar 20, 2026 |
|---|
| Multi-needle retrieval | 3 | 3 | Jun 4, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Document-level OCR | 3 | 1 | Feb 18, 2026 |
|---|
| Source Integrity | 3 | 1 | Feb 20, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Meta-Measure 3 (Noise Sensitivity) | 3 | 1 | Feb 20, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
|---|
| Global Human Mesh Recovery | 3 | 1 | Feb 18, 2026 |
|---|
| Adversarial Attack Success Rate | 3 | 7 | Jun 16, 2026 |
|---|
| Vanishing Point Correction | 3 | 1 | Feb 20, 2026 |
|---|
| Dynamic MR Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 |
|---|
| Zero-shot Semantic Segmentation | 3 | 2 | Feb 18, 2026 |
|---|
| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
|---|