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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 |
|---|---|---|---|---|
| Blind Image Denoising | 3 | 3 | Feb 18, 2026 | |
| Visual-to-Audio Knowledge Distillation | 3 | 1 | Jun 11, 2026 | |
| Hazard Detection | 3 | 2 | May 19, 2026 | |
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Long-form Medical Question Answering | 3 | 1 | Feb 18, 2026 | |
| Metric Cross-View Geo-Localization | 3 | 2 | Mar 31, 2026 | |
| Symbolic planning | 3 | 2 | Jun 9, 2026 | |
| Hallucination Analysis | 3 | 3 | Mar 16, 2026 | |
| Hierarchy Discovery |
| 3 |
| 1 |
| Mar 27, 2026 |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Compositional Hallucination Evaluation | 3 | 1 | Feb 19, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Panoptic video scene graph generation | 3 | 2 | Apr 28, 2026 |
|---|
| Runtime Agent Memory | 3 | 1 | Feb 18, 2026 |
|---|
| Role-playing performance | 3 | 2 | May 15, 2026 |
|---|
| Object Detection Training | 3 | 1 | Feb 18, 2026 |
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| Artifact Mitigation | 3 | 1 | Feb 19, 2026 |
|---|
| Transparent object normal estimation | 3 | 1 | Feb 19, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Unknown Object Detection | 3 | 2 | Feb 27, 2026 |
|---|
| GAN Adaptation | 3 | 1 | Feb 18, 2026 |
|---|
| Complex Denoising | 3 | 2 | May 14, 2026 |
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| Cell image generation | 3 | 1 | Feb 19, 2026 |
|---|