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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 |
|---|---|---|---|---|
| Poisoning Attack Mitigation | 2 | 1 | Feb 19, 2026 | |
| RAW data compression | 2 | 1 | Feb 18, 2026 | |
| 3D Animation Synthesis | 2 | 1 | Feb 18, 2026 | |
| Dataset level membership detection | 2 | 1 | Mar 25, 2026 | |
| Generalized Referring Expression Comprehension | 2 | 1 | Feb 20, 2026 | |
| Causal relation extraction | 2 | 1 | Feb 18, 2026 | |
| Wind Power Ramp Event forecasting | 2 | 1 | Mar 25, 2026 | |
| Threat Modeling | 2 | 1 | May 25, 2026 | |
| Wildfire Prediction |
| 2 |
| 2 |
| May 13, 2026 |
| Malicious Agent | 2 | 2 | Apr 28, 2026 |
|---|
| Reshading | 2 | 2 | Mar 30, 2026 |
|---|
| Global Human Motion Forecasting | 2 | 1 | Feb 18, 2026 |
|---|
| Bootstrapping | 2 | 1 | Feb 19, 2026 |
|---|
| Uncovering hidden system prompts | 2 | 1 | Mar 25, 2026 |
|---|
| Table-QA | 2 | 1 | Mar 25, 2026 |
|---|
| Bird's Eye View (BEV) Detection | 2 | 3 | Feb 27, 2026 |
|---|
| Feature Space Preservation | 2 | 1 | Mar 25, 2026 |
|---|
| Common action localization | 2 | 1 | Feb 18, 2026 |
|---|
| Watermark detection attack | 2 | 1 | Feb 19, 2026 |
|---|
| Spatio-temporal common action localization | 2 | 1 | Feb 18, 2026 |
|---|
| Cybersickness Classification | 2 | 2 | Apr 21, 2026 |
|---|
| Spoofing attack traceability | 2 | 1 | Feb 19, 2026 |
|---|
| NL-to-R | 2 | 1 | Mar 25, 2026 |
|---|
| Paraphrase Attack Robustness | 2 | 1 | Feb 19, 2026 |
|---|
| Spoofing Attack Robustness | 2 | 1 | Feb 19, 2026 |
|---|