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Text Generation on Hazard Detection (val)

0.658BLEU-4Qwen2-VL-7B ft
-0.0234720.1534590.330390.507321Feb 1, 2025

Evaluation results

MethodLinks
Qwen2-VL-7B ftLearning Rate (lr)=1e-03, Coord λ=2e+012025.020.6580.58730.82090.703
Qwen2-VL-7B ftLearning Rate (lr)=1e-03, Coord λ=1e-012025.020.6580.58320.820.702
Qwen2-VL-7B ftLearning Rate (lr)=1e-03, Coord λ=1e-042025.020.6580.5810.81910.701
Qwen2-VL-7B ftLearning Rate (lr)=5e-04, Coord λ=2e+012025.020.6580.56110.82090.703
Qwen2-VL-7B ftLearning Rate (lr)=5e-04, Coord λ=1e-012025.020.6580.53050.82460.707
Qwen2-VL-7B ftLearning Rate (lr)=5e-04, Coord λ=1e-042025.020.6580.52960.82090.703
Qwen2-VL-7B ftLearning Rate (lr)=1e-04, Coord λ=2e+012025.020.6580.54920.82180.704
Qwen2-VL-7B ftLearning Rate (lr)=1e-04, Coord λ=1e-012025.020.6580.54630.82270.705
Qwen2-VL-7B ftLearning Rate (lr)=1e-04, Coord λ=1e-042025.020.6580.54110.82270.705
Qwen2-VL-7B ftLearning Rate (lr)=5e-05, Coord λ=2e+012025.020.6580.55190.82090.703
Qwen2-VL-7B ftLearning Rate (lr)=5e-05, Coord λ=1e-012025.020.6580.55520.82180.704
Qwen2-VL-7B ftLearning Rate (lr)=5e-05, Coord λ=1e-042025.020.6580.55240.82180.704
Qwen2-VL-7B ftLearning Rate (lr)=1e-05, Coord λ=2e+012025.020.6580.58620.81820.7
Qwen2-VL-7B ftLearning Rate (lr)=1e-05, Coord λ=1e-012025.020.6580.58740.820.701
Qwen2-VL-7B ftLearning Rate (lr)=1e-05, Coord λ=1e-042025.020.6580.58730.81910.701
Qwen2-VL-2B (HF)2025.020.01642.28140.17670.0545
Qwen2-VL-7B (HF)2025.020.00272.03560.32680.1338