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Benchmarks
Ingredient Recognition on Recipe1M 1.0
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53.84
F1 Score
Ours
48.224
49.682
51.14
52.598
Jan 26, 2026
F1 Score
mIoU
Recall
Precision
Updated 5mo ago
Evaluation Results
Method
Method
Links
F1 Score
mIoU
Recall
Precision
Ours
training=SFT followed...
2026.01
53.84
36.84
55.62
52.17
Qwen-SFT
backbone=Qwen2.5-VL-7B...
2026.01
52.32
35.43
56.01
49.09
LLaVA-SFT
backbone=LLaVA-v1.5-7B...
2026.01
51.61
34.78
55.43
48.28
RARG
2026.01
49.78
33.14
49.86
49.7
FIRE
2026.01
49.19
32.61
49.17
49.21
InverseCooking
2026.01
48.44
31.96
48.23
48.66
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