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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 |
|---|---|---|---|---|
| Faithfulness Hallucination | 1 | 1 | Feb 18, 2026 | |
| Jailbreak Attack Resistance Evaluation | 1 | 1 | Feb 19, 2026 | |
| Calibration Performance | 1 | 1 | Apr 8, 2026 | |
| Ad Injection Attack Resistance Evaluation | 1 | 1 | Feb 19, 2026 | |
| Collaborative Group Problem Solving | 1 | 1 | Apr 9, 2026 | |
| Federated Instruction Following | 1 | 1 | Feb 19, 2026 | |
| Average Zero-shot Performance | 1 | 1 | Apr 9, 2026 | |
| B2B Negotiation |
| 1 |
| 1 |
| Feb 19, 2026 |
| Answering Mechanics Questions | 1 | 1 | Apr 9, 2026 |
|---|
| Abstention Enforcement | 1 | 1 | Apr 9, 2026 |
|---|
| Long-context language modeling and retrieval | 1 | 2 | Feb 18, 2026 |
|---|
| Latency Amplification Analysis | 1 | 1 | Feb 19, 2026 |
|---|
| Abstention and Hallucination Evaluation | 1 | 1 | Apr 9, 2026 |
|---|
| Reasoning & Coding | 1 | 1 | Feb 19, 2026 |
|---|
| Legal Reasoning and Professional Examination | 1 | 1 | Feb 18, 2026 |
|---|
| Interactive Tutoring | 1 | 1 | Feb 27, 2026 |
|---|
| Intent Alignment | 1 | 1 | Feb 19, 2026 |
|---|
| Malicious Prompt Refusal | 1 | 3 | Jun 23, 2026 |
|---|
| LLM Tutoring Evaluation | 1 | 1 | Apr 9, 2026 |
|---|
| Tutor Agent Evaluation | 1 | 1 | Feb 27, 2026 |
|---|
| Encrypted LLM Inference | 1 | 2 | May 6, 2026 |
|---|
| Meeting Scheduling | 1 | 1 | Apr 9, 2026 |
|---|
| CBT-specific skills evaluation | 1 | 1 | Apr 9, 2026 |
|---|
| Dialogue Systems | 1 | 1 | Feb 18, 2026 |
|---|
| Law School Admission Testing | 1 | 1 | Feb 18, 2026 |
|---|