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Fire classification research benchmarks · SOTA2 Research

Fire classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

94.78Accuracy

4

Jun 15, 2026

98.48Accuracy

1

Jun 15, 2026

Deep-Quest-AI, Carlo, Bansal 2021

99.04Accuracy

1

Jun 15, 2026

Private Dataset

Knowledge Distillation-DET-R

95.21Accuracy

1

Jun 15, 2026

95.16Accuracy

1

Jun 15, 2026

93.36Accuracy

1

Jun 15, 2026

Fire, WildfireSmoke, Fire and Smoke and BoW Fire Datasets

91.41Accuracy

1

Jun 15, 2026

Popular datasets

dataset Private dataset Wildfire Flame FlameVision

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