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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 |
|---|---|---|---|---|
| Online Video Understanding | 8 | 9 | Apr 28, 2026 | |
| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 | |
| Object Grounding | 8 | 5 | Apr 21, 2026 | |
| Summarization Evaluation | 8 | 14 | Jun 26, 2026 | |
| Respiratory Classification | 8 | 1 | Feb 21, 2026 | |
| Label Shift Estimation | 8 | 1 | Apr 3, 2026 | |
| Pose Prediction | 8 | 4 | Mar 5, 2026 | |
| Unit Commitment | 8 | 3 | Jul 1, 2026 | |
| Video Camouflaged Object Detection | 8 | 6 | Jul 1, 2026 | |
| Single-view depth estimation |
| 8 |
| 6 |
| May 27, 2026 |
| UAV Tracking | 8 | 5 | May 28, 2026 |
|---|
| Generative Identity Unlearning | 8 | 3 | Feb 20, 2026 |
|---|
| Affective Computing | 8 | 2 | Jun 30, 2026 |
|---|
| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 |
|---|
| Interval forecasting | 8 | 2 | Apr 20, 2026 |
|---|
| Chatbot Evaluation | 8 | 6 | May 22, 2026 |
|---|
| Genomic Sequence Classification | 8 | 5 | May 15, 2026 |
|---|
| White Blood Cell classification | 8 | 6 | Jul 7, 2026 |
|---|
| MS lesion segmentation | 8 | 3 | May 12, 2026 |
|---|
| Skin type classification agreement | 8 | 1 | Feb 19, 2026 |
|---|
| Target Detection | 8 | 5 | May 20, 2026 |
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| User Satisfaction Estimation | 8 | 2 | Feb 18, 2026 |
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| Vanishing Point Detection | 8 | 3 | Feb 18, 2026 |
|---|
| Tooth segmentation | 8 | 5 | May 21, 2026 |
|---|
| Co-Salient Object Detection | 8 | 6 | Apr 2, 2026 |
|---|