Lie Detection on MISID
61.54Lie Detection AccuracyGrok-4-Fast
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Grok-4-FastInput Modality=Text-only2026.04 | 61.54 | 50.65 | |
| Claude-Sonnet-4.5Input Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 61.14 | 57.27 | |
| GPT-5.1Input Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 60.36 | 59.38 | |
| Grok-4-FastInput Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 59.8 | 45.1 | |
| Claude-Sonnet-4.5Input Modality=Text-only2026.04 | 57.69 | 52.38 | |
| DeepSeek-V3Input Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 56.6 | 55.05 | |
| Gemini-3-flashInput Modality=Video + Text2026.04 | 53.88 | 57.58 | |
| GPT-5.1Input Modality=Text-only2026.04 | 53.85 | 53.15 | |
| GPT-4oInput Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 53.85 | 51.61 | |
| Grok-4-FastInput Modality=Video + Text2026.04 | 53.82 | 39.46 | |
| DeepSeek-V3Input Modality=Text-only2026.04 | 50.33 | 49.52 | |
| DeepSeek-R1Input Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 50.25 | 50.86 | |
| GPT-4oInput Modality=Video + Text2026.04 | 50.16 | 45.77 | |
| Gemini-2.5-flashInput Modality=Video + Text2026.04 | 50.16 | 36.42 | |
| GPT-4oInput Modality=Text-only2026.04 | 49.84 | 48.27 | |
| Qwen3-VL-FlashInput Modality=Video + Text2026.04 | 46.15 | 41.58 | |
| Qwen3-VL-MaxInput Modality=Video + Text2026.04 | 46.15 | 35.54 | |
| GLM-4.7Input Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 42.56 | 45.97 | |
| Qwen3-VL-235B-A22BInput Modality=Video + Text2026.04 | 42.31 | 31.46 | |
| DeepSeek-R1Input Modality=Text-only2026.04 | 42.31 | 43.85 | |
| Qwen3.5-PlusInput Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 41.7 | 39.23 | |
| Qwen3-MaxInput Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 41.09 | 35.85 | |
| Qwen3-VL-PlusInput Modality=Video + Text2026.04 | 34.62 | 34.77 | |
| GLM-4.7Input Modality=Text-only2026.04 | 34.62 | 38.27 | |
| Qwen3-MaxInput Modality=Text-only2026.04 | 34.62 | 29.04 | |
| Qwen3.5-PlusInput Modality=Text-only2026.04 | 34.62 | 32.65 | |
| MiniMax-M2.1Input Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 31.59 | 32.58 | |
| Qwen3.5-PlusInput Modality=Video + Text2026.04 | 30.77 | 29.65 | |
| MiniMax-M2.1Input Modality=Text-only2026.04 | 23.08 | 27.31 |