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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 |
|---|---|---|---|---|
| Counterfactual Explanation (Smile) | 1 | 1 | Feb 18, 2026 | |
| MRI prostate segmentation | 1 | 3 | Feb 18, 2026 | |
| Counterfactual Explanation (Age) | 1 | 1 | Feb 18, 2026 | |
| Pulsar decoding sanitization | 1 | 1 | Feb 19, 2026 | |
| Multiclass Detection | 1 | 1 | Feb 19, 2026 | |
| Video-to-video Retrieval | 1 | 1 | Feb 18, 2026 | |
| ResNet20 inference | 1 | 1 | Feb 19, 2026 | |
| Backdoor Image Classification | 1 | 1 | Feb 19, 2026 | |
| Object Permanence Localization |
| 1 |
| 1 |
| Feb 18, 2026 |
| Encrypted Image Classification | 1 | 1 | Feb 19, 2026 |
|---|
| Contaminated Segment Detection | 1 | 1 | Feb 19, 2026 |
|---|
| IPI Detection | 1 | 1 | Feb 19, 2026 |
|---|
| Progressive Illusion Sketch Generation | 1 | 1 | Feb 19, 2026 |
|---|
| Facial Attribute Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Text Reasoning and Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| Audio-driven animation | 1 | 1 | Feb 19, 2026 |
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| 3D texture super-resolution | 1 | 1 | Feb 19, 2026 |
|---|
| Fine Social Relation Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Object Detection (Cyclist) | 1 | 1 | Feb 18, 2026 |
|---|
| Fine-grained Activity Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| Identification of skin lesions | 1 | 1 | Feb 19, 2026 |
|---|
| Dual-domain LPP correction | 1 | 1 | Feb 19, 2026 |
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| Root-relative 3D pose estimation | 1 | 1 | Feb 18, 2026 |
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| OCR, Chat/Doc QA | 1 | 1 | Feb 19, 2026 |
|---|
| Video Spatial Grounding | 1 | 1 | Feb 19, 2026 |
|---|