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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 |
|---|---|---|---|---|
| referring video inpainting | 1 | 1 | Feb 18, 2026 | |
| Interactive video inpainting | 1 | 1 | Feb 18, 2026 | |
| Implausibility heatmap prediction | 1 | 1 | Feb 18, 2026 | |
| Video Novelty Detection | 1 | 1 | Feb 18, 2026 | |
| Contextual Video-Moment Retrieval | 1 | 1 | Feb 24, 2026 | |
| Corrupted Image Classification and OOD Detection | 1 | 1 | Feb 18, 2026 | |
| Articulated Human Pose Estimation | 1 | 4 | Feb 18, 2026 | |
| Word-level Reading Order Relation Prediction | 1 | 1 | Feb 18, 2026 | |
| Segment-level Reading Order Relation Prediction |
| 1 |
| 1 |
| Feb 18, 2026 |
| Function Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Task Learning Overall Improvement | 1 | 1 | Feb 18, 2026 |
|---|
| Harmful Type Identification | 1 | 1 | Feb 18, 2026 |
|---|
| Single Image Small Target Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Temporal Question Grounding | 1 | 3 | Mar 31, 2026 |
|---|
| Semantic alignment between images and reports | 1 | 1 | Feb 18, 2026 |
|---|
| Camera Parameter Estimation and NVS Quality | 1 | 1 | Feb 18, 2026 |
|---|
| Concept Accuracy | 1 | 1 | Feb 18, 2026 |
|---|
| 5-way cross-domain few-shot classification | 1 | 2 | Feb 19, 2026 |
|---|
| Re-posing | 1 | 1 | Feb 18, 2026 |
|---|
| Subactivity Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Oracle 3D Dense Captioning | 1 | 1 | Feb 18, 2026 |
|---|
| Sub-activity Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Text Editing | 1 | 1 | Feb 27, 2026 |
|---|
| Skinning Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Single-view 3D classification | 1 | 1 | Feb 18, 2026 |
|---|