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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 |
|---|---|---|---|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Compositional Hallucination Evaluation | 3 | 1 | Feb 19, 2026 | |
| Panoptic video scene graph generation | 3 | 2 | Apr 28, 2026 | |
| 6-DoF Object Rearrangement | 3 | 2 | Mar 16, 2026 | |
| Transparent object normal estimation | 3 | 1 | Feb 19, 2026 | |
| Artifact Mitigation | 3 | 1 | Feb 19, 2026 | |
| Cell image generation | 3 | 1 | Feb 19, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Driving Performance Validation |
| 3 |
| 1 |
| Mar 27, 2026 |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Complex Denoising | 3 | 2 | May 14, 2026 |
|---|
| Long-horizon legal inquiry | 3 | 1 | Feb 18, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Image-to-image relighting | 3 | 1 | Feb 19, 2026 |
|---|
| Multi-modal Perception | 3 | 2 | Jun 4, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Local Image Retrieval (Text-to-Image) | 3 | 1 | Feb 19, 2026 |
|---|
| Perceptual Image Super-Resolution | 3 | 1 | Mar 30, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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| Value Modeling | 3 | 1 | Feb 18, 2026 |
|---|
| Bias-Penalized Accuracy Evaluation | 3 | 1 | Feb 18, 2026 |
|---|
| Pulmonary Tree Labeling | 3 | 1 | Feb 19, 2026 |
|---|
| Pulmonary Tree Reconstruction | 3 | 1 | Feb 19, 2026 |
|---|