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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 |
|---|---|---|---|---|
| Human Pose and Shape Estimation | 7 | 7 | Apr 21, 2026 | |
| Dense Tracking | 7 | 3 | Feb 20, 2026 | |
| Contextual Automatic Speech Recognition | 7 | 5 | Jun 2, 2026 | |
| Handwritten Text Generation | 7 | 3 | Apr 30, 2026 | |
| Underwater Acoustic Target Recognition | 7 | 4 | May 7, 2026 | |
| Low-Dose CT Reconstruction | 7 | 3 | May 7, 2026 | |
| Node Property Prediction | 7 | 7 | Feb 22, 2026 | |
| Soundscape Classification | 7 | 2 | May 21, 2026 | |
| Layout Estimation |
| 7 |
| 3 |
| Feb 22, 2026 |
| Multimodal Instruction Following | 7 | 11 | May 8, 2026 |
|---|
| Audio Coding | 7 | 4 | Jun 11, 2026 |
|---|
| Opinion Extraction | 7 | 4 | Feb 18, 2026 |
|---|
| Object Hallucination Mitigation | 7 | 8 | Jul 7, 2026 |
|---|
| Untargeted identity retrieval attack | 7 | 1 | Apr 2, 2026 |
|---|
| Handwriting trajectory recovery | 7 | 3 | Jul 7, 2026 |
|---|
| Semantic Anomaly Detection | 7 | 3 | Apr 9, 2026 |
|---|
| GNN-based Reverse Engineering Resilience | 7 | 1 | Feb 19, 2026 |
|---|
| Hardware IP Camouflage | 7 | 1 | Feb 19, 2026 |
|---|
| Safety Guardrailing | 7 | 3 | Jul 8, 2026 |
|---|
| Jailbreak Attack Transferability | 7 | 2 | May 28, 2026 |
|---|
| Instruction Recovery | 7 | 1 | Feb 19, 2026 |
|---|
| Secure Aggregation | 7 | 2 | Jul 9, 2026 |
|---|
| IPI Sanitization | 7 | 1 | Feb 19, 2026 |
|---|
| Downstream ML Utility | 7 | 1 | Apr 3, 2026 |
|---|
| Medical Lesion Segmentation | 7 | 2 | Apr 14, 2026 |
|---|