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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 |
|---|---|---|---|---|
| Answer Generation and Ranking | 2 | 1 | Feb 20, 2026 | |
| Feature shift localization | 2 | 1 | Feb 18, 2026 | |
| Visual Compliance Verification | 2 | 1 | Mar 23, 2026 | |
| Aggregate Multimodal Performance | 2 | 2 | May 19, 2026 | |
| VLM Inference Latency | 2 | 1 | Feb 18, 2026 | |
| Short Video Captioning | 2 | 1 | Feb 20, 2026 | |
| Multi-Session Dialogue Generation | 2 | 2 | Jun 11, 2026 | |
| Mash | 2 | 1 | Mar 23, 2026 | |
| Conditional Image Embedding |
| 2 |
| 1 |
| Feb 20, 2026 |
| Dense-to-dense, medium-range weather forecasting | 2 | 1 | Mar 23, 2026 |
|---|
| Style Similarity | 2 | 1 | Feb 20, 2026 |
|---|
| Developmental Stage Classification | 2 | 2 | Mar 26, 2026 |
|---|
| Multi-subject driven generation | 2 | 2 | Apr 16, 2026 |
|---|
| Text-to-Image Reranking | 2 | 1 | Feb 18, 2026 |
|---|
| Single-image editing | 2 | 4 | Jun 26, 2026 |
|---|
| Liver and Tumor Segmentation | 2 | 1 | Feb 20, 2026 |
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| Image Fusion and Registration | 2 | 1 | Mar 23, 2026 |
|---|
| Ataxic Gait Detection | 2 | 1 | Mar 23, 2026 |
|---|
| Novel View Super-Resolution | 2 | 1 | Mar 23, 2026 |
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| Continuous fingertip trajectory tracking | 2 | 1 | Mar 23, 2026 |
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| Helpfulness Assessment | 2 | 2 | May 8, 2026 |
|---|
| Video Editing Evaluation | 2 | 2 | Apr 20, 2026 |
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| Constraint Discovery | 2 | 2 | Jun 11, 2026 |
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| Temporal Motion Generation | 2 | 1 | Feb 18, 2026 |
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| MLLM Personalization | 2 | 1 | Feb 20, 2026 |
|---|