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Benchmarks
Personalized Object Detection on POD 5-shot (mAP)
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45.9
mAP
MOCHA (AuXFT)
23.852
29.576
35.3
41.024
Sep 17, 2025
mAP
Updated 1mo ago
Evaluation Results
Method
Method
Links
mAP
MOCHA (AuXFT)
Teacher=LLaVa (ui), Su...
2025.09
45.9
MOCHA (COCO)
Teacher=LLaVa (ui), Su...
2025.09
38.9
AuXFT
Teacher=DINO, Supervis...
2025.09
38.8
MOCHA (visual)
Teacher=CLIP (zV,i), S...
2025.09
37.5
MOCHA (text)
Teacher=LLaVa (hi), Su...
2025.09
33.7
ViLD
Teacher=CLIP (zV,i), S...
2025.09
33.3
GLIP
Teacher=LLaVa (ui), Su...
2025.09
32.7
KL div. + MSE
Teacher=LLaVa (ui), Su...
2025.09
30.5
YOLOv8n Baseline
Teacher=None, Supervis...
2025.09
30.4
SKDF
Teacher=LLaVa (ui), Su...
2025.09
28.4
OFA
Teacher=LLaVa (ui), Su...
2025.09
28
KL div.
Teacher=LLaVa (ui), Su...
2025.09
27.8
DRKD
Teacher=LLaVa (ui), Su...
2025.09
24.7
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