Synthetic Video Detection on GenBuster-Bench ID 2024
94Real AccuracyQwen2.5-VL-7B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Qwen2.5-VL-7BMethod Category=Open-Source MLLMs2025.05 | 94 | 12.9 | 53.5 | |
| DeMambaMethod Category=Classical Detectors2025.05 | 93.8 | 70.2 | 82 | |
| DeMambaModel Type=Classical Detector2025.07 | 93.8 | 70.2 | 82 | |
| VideoMAEMethod Category=Classical Detectors2025.05 | 93.3 | 64.9 | 79.1 | |
| GPT-5.2 (High)Method Category=Closed-Source MLLMs2025.05 | 93.3 | 61.8 | 77.6 | |
| VideoMAEModel Type=Classical Detector2025.07 | 93.3 | 64.9 | 79.1 | |
| GPT-5.2 (High)Model Type=Closed-Source MLLM2025.07 | 93.3 | 61.8 | 77.6 | |
| VivitMethod Category=Classical Detectors2025.05 | 92.9 | 64.1 | 78.5 | |
| VivitModel Type=Classical Detector2025.07 | 92.9 | 64.1 | 78.5 | |
| MiMo-VL-7B-RLMethod Category=Open-Source MLLMs2025.05 | 92 | 49.6 | 70.8 | |
| Qwen3.5-35B-A3BMethod Category=Open-Source MLLMs2025.05 | 90.9 | 59.3 | 75.1 | |
| Qwen3.5-27BMethod Category=Open-Source MLLMs2025.05 | 89.2 | 49.1 | 69.2 | |
| BusterX2025.05 | 87 | 84 | 85.5 | |
| BusterX++Model Type=domain-specific MLLM2025.07 | 87 | 91.6 | 89.3 | |
| Claude-Haiku-4.5Method Category=Closed-Source MLLMs2025.05 | 84.7 | 58.7 | 71.7 | |
| Claude-Haiku-4.5Model Type=Closed-Source MLLM2025.07 | 84.7 | 58.7 | 71.7 | |
| 3D ResNeXtMethod Category=Classical Detectors2025.05 | 84.4 | 60.8 | 72.6 | |
| 3D ResNeXtModel Type=Classical Detector2025.07 | 84.4 | 60.8 | 72.6 | |
| Qwen3.5-4BModel Type=Open-Source MLLM2025.07 | 83.1 | 48.9 | 66 | |
| BusterXModel Type=domain-specific MLLM2025.07 | 83 | 90.4 | 86.7 | |
| Qwen3.5-397B-A17BMethod Category=Open-Source MLLMs2025.05 | 82.9 | 69.4 | 76.2 | |
| Qwen3.5-122B-A10BModel Type=Open-Source MLLM2025.07 | 79.4 | 54.7 | 67.1 | |
| Qwen3.5-27BModel Type=Open-Source MLLM2025.07 | 76.3 | 54.8 | 65.6 | |
| Grok-4.1-fastMethod Category=Closed-Source MLLMs2025.05 | 76.1 | 77.5 | 76.8 | |
| Grok-4.1-fastModel Type=Closed-Source MLLM2025.07 | 76.1 | 77.5 | 76.8 | |
| Claude-Sonnet-4.6Method Category=Closed-Source MLLMs2025.05 | 61.6 | 83.2 | 72.4 | |
| Claude-Sonnet-4.6Model Type=Closed-Source MLLM2025.07 | 61.6 | 83.2 | 72.4 |