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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 |
|---|---|---|---|---|
| Audio Localization | 2 | 1 | Feb 21, 2026 | |
| Tangram puzzle solving (Rotation) | 2 | 1 | Feb 21, 2026 | |
| Tangram puzzle solving (Fade-In) | 2 | 1 | Feb 21, 2026 | |
| Tangram puzzle solving (Translation) | 2 | 1 | Feb 21, 2026 | |
| VLM Inference Latency | 2 | 1 | Feb 18, 2026 | |
| Image-to-image matching | 2 | 1 | Feb 18, 2026 | |
| Multi-person Pose Forecasting | 2 | 1 | Feb 18, 2026 | |
| Photographic Image Adjustment | 2 | 1 | Feb 18, 2026 | |
| End-to-End |
| 2 |
| 3 |
| Feb 18, 2026 |
| Animal species (186 classes). Domains: 324 camera locations. | 2 | 4 | Feb 18, 2026 |
|---|
| leaf/wood segmentation | 2 | 2 | Jul 9, 2026 |
|---|
| Thermal-to-Text Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 |
|---|
| Infrastructure classification | 2 | 2 | Feb 18, 2026 |
|---|
| Behaviour Recognition | 2 | 1 | Feb 18, 2026 |
|---|
| Text-to-Depth Retrieval | 2 | 1 | Feb 20, 2026 |
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| Text-to-Thermal Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 |
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| Text-to-Depth Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 |
|---|
| One-shot Part Segmentation | 2 | 1 | Feb 18, 2026 |
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| Uncertainty Mass Concentration | 2 | 1 | Feb 20, 2026 |
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| Polyp Localization | 2 | 1 | Feb 18, 2026 |
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| Emergent modality binding (vi -> te -> au) | 2 | 1 | Feb 20, 2026 |
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| Uncertainty Rank Consistency | 2 | 1 | Feb 20, 2026 |
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| RDP Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Multimodal Question Answering and Understanding | 2 | 2 | Apr 13, 2026 |
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| Hyper-representation Learning | 2 | 2 | May 12, 2026 |
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