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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 |
|---|---|---|---|---|
| Plausibility Analysis | 3 | 1 | Feb 18, 2026 | |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Pathological Multimodal Understanding | 3 | 2 | Feb 27, 2026 | |
| Text-guided image inpainting | 3 | 2 | Feb 25, 2026 | |
| Motion Sequence Interpolation | 3 | 1 | Feb 20, 2026 | |
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 | |
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| 3 |
| 1 |
| Mar 27, 2026 |
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Real-Time Visual Understanding | 3 | 9 | Jun 26, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Predicting Genes | 3 | 1 | Feb 18, 2026 |
|---|
| Entity-level fine typing | 3 | 1 | Feb 18, 2026 |
|---|
| Vehicle Insertion | 3 | 3 | Jul 1, 2026 |
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| Visual Rating (Image Aesthetic Assessment) | 3 | 5 | Jun 9, 2026 |
|---|
| Reaction condition discovery | 3 | 1 | Feb 18, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
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| Cooperative 3D Object Tracking | 3 | 1 | Feb 20, 2026 |
|---|
| Darcy Flow Simulation | 3 | 1 | Feb 18, 2026 |
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| Mobile GUI Interaction | 3 | 3 | Apr 28, 2026 |
|---|
| Logical Refinement of Natural Language Explanations | 3 | 1 | Feb 18, 2026 |
|---|