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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 |
|---|---|---|---|---|
| 2D Long-range optical flow | 3 | 2 | Feb 20, 2026 | |
| Vision-centric Evaluation | 3 | 5 | Jun 18, 2026 | |
| 3D Object Annotation Quality Assessment | 3 | 1 | Feb 20, 2026 | |
| Subcircuit Identification | 3 | 1 | Mar 30, 2026 | |
| Unsupervised Video Class-Incremental Learning | 3 | 1 | Feb 19, 2026 | |
| Unsafe image generation | 3 | 1 | Mar 31, 2026 | |
| Feedback Loop Identification | 3 | 1 | Mar 30, 2026 | |
| ECG dialogue response quality evaluation | 3 | 1 | Feb 18, 2026 | |
| Functional Circuit Deception |
| 3 |
| 1 |
| Mar 30, 2026 |
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 |
|---|
| Multi-Class Object Counting | 3 | 1 | Feb 20, 2026 |
|---|
| Microtubule Segmentation | 3 | 2 | Jun 23, 2026 |
|---|
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 |
|---|
| Classical Planning | 3 | 2 | Mar 30, 2026 |
|---|
| Description Quality | 3 | 1 | Feb 19, 2026 |
|---|
| Direction | 3 | 2 | Jun 16, 2026 |
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| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 |
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| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Pixel-level Anomaly Segmentation | 3 | 2 | Feb 20, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Grounded Report Generation | 3 | 2 | Mar 25, 2026 |
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| Long-sequence CTR prediction | 3 | 1 | Feb 18, 2026 |
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| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
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| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|