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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 |
|---|---|---|---|---|
| AU intensity estimation | 2 | 1 | Feb 18, 2026 | |
| Retinal Image Fusion | 2 | 1 | Feb 18, 2026 | |
| Garment Transfer | 2 | 1 | Feb 18, 2026 | |
| Frame-level Video Anomaly Detection | 2 | 2 | Mar 17, 2026 | |
| Zero-Shot Video Classification | 2 | 1 | Feb 25, 2026 | |
| Hand Mesh Recovery | 2 | 2 | Feb 18, 2026 | |
| Biometry measurement | 2 | 1 | Feb 25, 2026 | |
| Event-based video frame reconstruction | 2 | 1 | Feb 24, 2026 | |
| Binary Nuclei Segmentation and Detection |
| 2 |
| 1 |
| Feb 18, 2026 |
| Grounded Commonsense Inference | 2 | 1 | Feb 18, 2026 |
|---|
| Adversarial Robustness in Concept Erasing | 2 | 1 | Feb 25, 2026 |
|---|
| Target Counting | 2 | 1 | Feb 24, 2026 |
|---|
| Cross-view Object Correspondence | 2 | 2 | Apr 9, 2026 |
|---|
| Fetal head standard plane localization | 2 | 1 | Feb 18, 2026 |
|---|
| Camera-based Watermarking | 2 | 1 | Feb 24, 2026 |
|---|
| Traditional Tampering Localization | 2 | 1 | Feb 24, 2026 |
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| Tamper Detection | 2 | 2 | Apr 28, 2026 |
|---|
| Superpixel classification | 2 | 1 | Feb 18, 2026 |
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| Any-Point Visual Navigation | 2 | 1 | Feb 24, 2026 |
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| Backward Visual Navigation (To Start) | 2 | 1 | Feb 24, 2026 |
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| Fine-grained Keystep Recognition | 2 | 1 | Feb 18, 2026 |
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| Textual Explanation Generation | 2 | 3 | Feb 20, 2026 |
|---|
| Visual Counterfactual Explanation (Smile) | 2 | 1 | Feb 24, 2026 |
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| Visual Counterfactual Explanation (Age) | 2 | 1 | Feb 24, 2026 |
|---|
| Facial Reconstruction | 2 | 2 | Apr 1, 2026 |
|---|