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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 |
|---|---|---|---|---|
| Image Recognition and Noise Filtering | 3 | 1 | Feb 20, 2026 | |
| Compressive Sensing Reconstruction | 3 | 3 | May 12, 2026 | |
| Unknown Object Detection | 3 | 2 | Feb 27, 2026 | |
| Open-Vocabulary Audio-Visual Event Localization | 3 | 2 | Jun 8, 2026 | |
| Pain Classification | 3 | 1 | Feb 18, 2026 | |
| Full heart segmentation | 3 | 2 | May 12, 2026 | |
| Re-localization | 3 | 1 | Feb 18, 2026 | |
| Neutral Face Reconstruction | 3 | 1 | Feb 18, 2026 | |
| Real-world Visual Question Answering |
| 3 |
| 25 |
| Jul 7, 2026 |
| Domain Verification | 3 | 1 | Feb 18, 2026 |
|---|
| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
|---|
| OCR-related Parsing Tasks | 3 | 2 | Feb 22, 2026 |
|---|
| Pulmonary nodule classification | 3 | 3 | Mar 12, 2026 |
|---|
| 3D Object Description | 3 | 1 | Feb 20, 2026 |
|---|
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|
| Weight-space INR classification | 3 | 4 | Jul 3, 2026 |
|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
|---|
| Visual Information Retrieval | 3 | 3 | Jun 11, 2026 |
|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
|---|
| Fine-grained Visual Question Answering | 3 | 1 | Feb 18, 2026 |
|---|
| Eye Fixation Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Multi-modal Tracking | 3 | 2 | Mar 17, 2026 |
|---|
| Facial Recognition | 3 | 2 | Jul 7, 2026 |
|---|