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Benchmarks
Personalized Object Detection on CORe50 1-shot
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60.9
mAP
MOCHA (AuXFT)
52.996
55.048
57.1
59.152
Sep 17, 2025
mAP
Updated 1mo ago
Evaluation Results
Method
Method
Links
mAP
MOCHA (AuXFT)
Teacher=LLaVa (ui), Su...
2025.09
60.9
AuXFT
Teacher=DINO, Supervis...
2025.09
58.8
GLIP
Teacher=LLaVa (ui), Su...
2025.09
58.7
SKDF
Teacher=LLaVa (ui), Su...
2025.09
58.4
YOLOv8n Baseline
Teacher=None, Supervis...
2025.09
57.8
DRKD
Teacher=LLaVa (ui), Su...
2025.09
57.7
MOCHA (visual)
Teacher=CLIP (zV,i), S...
2025.09
57.2
MOCHA (text)
Teacher=LLaVa (hi), Su...
2025.09
56.2
MOCHA (COCO)
Teacher=LLaVa (ui), Su...
2025.09
55.8
OFA
Teacher=LLaVa (ui), Su...
2025.09
55.3
ViLD
Teacher=CLIP (zV,i), S...
2025.09
54.6
KL div.
Teacher=LLaVa (ui), Su...
2025.09
54.4
KL div. + MSE
Teacher=LLaVa (ui), Su...
2025.09
53.3
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