Streaming Social Task Detection on HateClipSeg
72.1AccuracyStreamSense (Llama-3.2)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| StreamSense (Llama-3.2)Latency=0.3 s, GPU=29 GB2026.01 | 72.1 | 72.06 | |
| LLaVA-NextLatency=1.1 s, GPU=21 GB2026.01 | 68.52 | 67.95 | |
| Llama-3.2Latency=0.8 s, GPU=27 GB2026.01 | 68.51 | 68.51 | |
| Qwen2.5Latency=0.7 s, GPU=20 GB2026.01 | 67.82 | 67.82 | |
| Stream EncoderLatency=0.1 s, GPU=2 GB2026.01 | 64.01 | 63.94 | |
| LSTRLatency=0.1 s, GPU=2 GB2026.01 | 63.21 | 62.75 | |
| OadTRLatency=0.1 s, GPU=2 GB2026.01 | 63.04 | 62.48 |