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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 |
|---|---|---|---|---|
| Direction | 3 | 2 | Jun 16, 2026 | |
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Image Quality Comparison | 3 | 1 | Feb 19, 2026 | |
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 | |
| Video Quality Comparison | 3 | 1 | Feb 19, 2026 | |
| Image Retrieval and Clustering | 3 | 1 | Feb 18, 2026 | |
| Clothed Human Modeling |
| 3 |
| 1 |
| Feb 18, 2026 |
| Wound Measurement | 3 | 1 | Feb 19, 2026 |
|---|
| Audio-Visual Event Localization | 3 | 15 | Jun 8, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Camera-controlled video-to-video generation | 3 | 2 | May 8, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Sparse-sensor motion capture | 3 | 1 | Feb 19, 2026 |
|---|
| Paper-to-Code Reproduction | 3 | 3 | Apr 21, 2026 |
|---|
| Recursive Text-conditioned 3D Shape Generation | 3 | 1 | Feb 18, 2026 |
|---|
| ADL Classification | 3 | 1 | Feb 19, 2026 |
|---|
| Text-conditioned 3D shape generation | 3 | 2 | Feb 18, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Old Photo Modernization | 3 | 1 | Feb 18, 2026 |
|---|