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Pedestrian crossing intention prediction on VR-based egocentric video dataset (test)
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78.9
Accuracy
VLP
48.844
56.647
64.45
72.253
Jun 8, 2026
Accuracy
Macro F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1 Score
VLP
Group=Fine-tuned, Prom...
2026.06
78.9
78.7
Qwen3-VL-2B
Group=Fine-tuned, Prom...
2026.06
77.7
77.3
CLIP+Transformer
Group=Baselines, Prompt=—
2026.06
72.7
72.4
Qwen2.5-VL-7B
Group=Zero-shot, Promp...
2026.06
63.2
57.9
Qwen2.5-VL-7B
Group=Zero-shot, Promp...
2026.06
60.5
52.6
Intern3VL-8B
Group=Zero-shot, Promp...
2026.06
59.4
47.5
Qwen2.5-VL-7B
Group=Zero-shot, Promp...
2026.06
59.4
37.1
Qwen3-VL-2B
Group=Zero-shot, Promp...
2026.06
59.3
58
Intern3VL-2B
Group=Zero-shot, Promp...
2026.06
58.6
44.6
Qwen3-VL-8B
Group=Zero-shot, Promp...
2026.06
57.9
55.9
Qwen2.5-VL-7B
Group=Zero-shot, Promp...
2026.06
56.8
54.3
Majority
Group=Baselines, Prompt=—
2026.06
56.7
36.2
VLP
Group=Zero-shot, Promp...
2026.06
56.7
37.8
Random
Group=Baselines, Prompt=—
2026.06
50
49.7
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