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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 |
|---|---|---|---|---|
| Stimulus Classification | 3 | 1 | Mar 4, 2026 | |
| Line segmentation | 3 | 1 | Feb 18, 2026 | |
| Multi-object grounding | 3 | 3 | Apr 27, 2026 | |
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 | |
| RGB-Thermal tracking | 3 | 3 | May 6, 2026 | |
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 | |
| video boundary grounding | 3 | 1 | Feb 18, 2026 | |
| MIL Explanation | 3 | 1 | Feb 18, 2026 | |
| Weakly Supervised Grounding | 3 | 1 | Feb 18, 2026 | |
| Map vectorization |
|---|
| 3 |
| 2 |
| May 12, 2026 |
| Structure and appearance control | 3 | 1 | Feb 18, 2026 |
|---|
| Image Generation and Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Similarity Confidence | 3 | 1 | Mar 4, 2026 |
|---|
| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 |
|---|
| Audio-Image Retrieval | 3 | 1 | Feb 25, 2026 |
|---|
| Video Amodal Segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Interpretation error | 3 | 1 | Feb 18, 2026 |
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| Body estimation | 3 | 1 | Feb 18, 2026 |
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| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 |
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| RoI-level Breast Cancer Tumor Subtyping | 3 | 1 | Mar 4, 2026 |
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| Multimodal Embedding | 3 | 7 | Jun 12, 2026 |
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| Probabilistic Visual Geolocation | 3 | 1 | Feb 18, 2026 |
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| Downstream evaluation | 3 | 3 | Jun 4, 2026 |
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| Interactive Object Detection | 3 | 1 | Feb 18, 2026 |
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| Pose dependent clothing deformation prediction | 3 | 1 | Feb 18, 2026 |
|---|