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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 |
|---|---|---|---|---|
| Category + Size -> Position (C + S -> P) | 2 | 1 | Feb 18, 2026 | |
| Meta-evaluation of image similarity metrics | 2 | 1 | Feb 25, 2026 | |
| Multimodal Visual Pattern Understanding | 2 | 5 | Jun 19, 2026 | |
| Segmentation-to-Image Synthesis | 2 | 2 | Feb 18, 2026 | |
| Image to Text (I2T) | 2 | 1 | Feb 18, 2026 | |
| Category-agnostic instance segmentation | 2 | 1 | Feb 27, 2026 | |
| Bounding-box alignment | 2 | 1 | Feb 25, 2026 | |
| Glass-like object segmentation | 2 | 1 | Feb 18, 2026 | |
| Sentence-to-Image Retrieval |
| 2 |
| 1 |
| Feb 18, 2026 |
| Image-to-Sentence Retrieval | 2 | 1 | Feb 18, 2026 |
|---|
| Mentioned Player Prediction | 2 | 1 | Feb 18, 2026 |
|---|
| Regional Captioning | 2 | 1 | Feb 25, 2026 |
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| Pointwise Reasoning Evaluation | 2 | 1 | Feb 25, 2026 |
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| 3D Pose Prediction | 2 | 1 | Feb 18, 2026 |
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| Overlapping Region Prediction | 2 | 2 | Apr 14, 2026 |
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| Myometrial invasion classification | 2 | 1 | Feb 25, 2026 |
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| Image Semantic Embedding | 2 | 1 | Feb 18, 2026 |
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| Multi-label Fundus Image Segmentation | 2 | 1 | Feb 18, 2026 |
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| COVID19 Infection Segmentation | 2 | 1 | Feb 18, 2026 |
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| Planar Tracking | 2 | 1 | Feb 25, 2026 |
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| 3D Spatial Grounding | 2 | 1 | Feb 25, 2026 |
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| Adversarial Robustness in Concept Erasing | 2 | 1 | Feb 25, 2026 |
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| Fundus Image Classification | 2 | 1 | Feb 25, 2026 |
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| kNN search accuracy | 2 | 2 | Jun 9, 2026 |
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| Biometry measurement | 2 | 1 | Feb 25, 2026 |
|---|