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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 |
|---|---|---|---|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Road Graph Extraction | 3 | 2 | Mar 31, 2026 | |
| 4D Mesh Reconstruction | 3 | 3 | May 26, 2026 | |
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 | |
| Sparse 3D Point Tracking | 3 | 1 | Feb 20, 2026 | |
| Avatar Synthesis | 3 | 2 | Feb 20, 2026 | |
| Fact Extraction and Verification | 3 | 4 | Feb 18, 2026 | |
| Chemical Reaction Prediction | 3 | 4 | May 12, 2026 | |
| Structure and appearance control |
| 3 |
| 1 |
| Feb 18, 2026 |
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Multi-Modal Lifelong Navigation | 3 | 5 | Jun 25, 2026 |
|---|
| Pronoun Disambiguation | 3 | 5 | Feb 18, 2026 |
|---|
| Reach-Wall | 3 | 1 | Feb 18, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Face Quality Assessment | 3 | 1 | Feb 18, 2026 |
|---|
| RGB-Thermal tracking | 3 | 3 | May 6, 2026 |
|---|
| Audio-visual Zero-Shot Learning | 3 | 2 | Feb 27, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| 3D Measurement Accuracy | 3 | 1 | Feb 20, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| MIL Explanation | 3 | 1 | Feb 18, 2026 |
|---|
| Multi-grained Video Cooperative Understanding | 3 | 1 | Feb 20, 2026 |
|---|
| RGB-D Object Tracking | 3 | 17 | Apr 15, 2026 |
|---|
| Face Image Super-resolution | 3 | 3 | Feb 18, 2026 |
|---|