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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 |
|---|---|---|---|---|
| Meta-Measure 4 (Structural Sensitivity - Dilate) | 3 | 1 | Feb 20, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| Holistic Scene Understanding | 3 | 2 | Jul 7, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Vanishing Point Correction | 3 | 1 | Feb 20, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| Instruction-Guided Video Editing |
| 3 |
| 4 |
| Jun 5, 2026 |
| Motion Completion | 3 | 2 | Feb 18, 2026 |
|---|
| Compatibility prediction | 3 | 2 | Feb 18, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Perception and Reasoning | 3 | 4 | Jun 16, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Pairwise Calibration | 3 | 1 | Feb 20, 2026 |
|---|
| Humor Classification | 3 | 3 | Apr 28, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Inter-frame Trajectory Estimation | 3 | 1 | Feb 20, 2026 |
|---|
| Remote Sensing Image Restoration | 3 | 3 | Apr 28, 2026 |
|---|
| Text-to-Video Stylization | 3 | 2 | Apr 16, 2026 |
|---|
| Animal Activity Recognition | 3 | 1 | Apr 2, 2026 |
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| Camera Coordinate 3D tracking | 3 | 1 | Feb 20, 2026 |
|---|
| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 |
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| Direction | 3 | 2 | Jun 16, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|