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Papers Benchmarks Datasets Tasks

Personalized Object Detection research benchmarks · SOTA2 Research

Personalized Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

iCubWorld 5-shot

78.5mAP

13

Jun 24, 2026

iCubWorld 1-shot

62.8mAP

13

Jun 24, 2026

70.6mAP

13

Jun 24, 2026

60.9mAP

13

Jun 24, 2026

45.9mAP

13

Jun 24, 2026

59.1mAP

13

Jun 24, 2026

LLaVa (hi) + CLIP (zV,i)

80.7Accuracy

5

Jun 24, 2026

LLaVa + CLIP + PCA (512)

67.8Accuracy

5

Jun 24, 2026

Popular datasets

POD CORe50 iCubWorld PerSeg

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