Traffic Congestion Classification on Surveillance Traffic Congestion Dataset (test) benchmark leaderboard · SOTA2 Research

Traffic Congestion Classification on Surveillance Traffic Congestion Dataset (test)

97.5AccuracyFLO-EMD

Evaluation Results

Method	Links
FLO-EMD2026.05		97.5	0.0789	96.89	96.98	96.89	97.38	97.5	97.42	98.08	95.38	97.21
TSM2026.05		95.5	0.1234	94.12	93.98	94.02	95.23	95.5	95.34	96.15	91.54	94.38
Video Swin2026.05		94	0.1523	92.67	91.89	92.15	93.45	94	93.7	96.15	89.12	91.19
TimeSformer2026.05		92.5	0.1834	90.89	90.12	90.38	91.78	92.5	92.11	95.38	86.23	89.52
X3D2026.05		91	0.2189	82.45	82.98	82.56	86.78	91	87.32	86.54	78.12	83.02
MViTv22026.05		90.5	0.2345	88.34	87.56	87.82	89.45	90.5	89.95	93.85	83.34	86.27
TANet2026.05		89.5	0.2156	88.12	86.54	87.21	89.03	89.5	89.24	94.23	81.25	86.15
TEA2026.05		87.5	0.4521	79.89	81.24	80.42	85.12	87.5	85.98	95.12	68.75	77.38
YOLO+GRU-Attn2026.05		81.5	0.5234	79.89	79.23	79.41	81.12	81.5	81.25	89.23	75.12	73.88
YOLO+LSTM2026.05		75.5	0.6834	72.89	71.54	71.98	74.56	75.5	74.89	86.54	65.89	63.51