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Benchmarks
Object Counting on LOOKALIKES (test)
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10
MAE
D’Alessandro et al.
8.0072
21.4586
34.91
48.3614
Feb 23, 2026
MAE
RMSE
Updated 3d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
D’Alessandro et al.
Protocol=per category...
2026.02
10
16.95
CountEx
Protocol=Trained on Co...
2026.02
18.53
30.46
CountGD
Protocol=Zero-shot - n...
2026.02
22.34
33.9
LLMDet
Protocol=Trained on Co...
2026.02
22.86
33.29
CountGD
Protocol=Trained on Co...
2026.02
23.55
36.89
GroundingREC
Protocol=Trained on Co...
2026.02
27.24
41.57
CAD-GD
Protocol=Trained on Co...
2026.02
28.14
41.3
GroundingDINO
Protocol=Zero-shot - n...
2026.02
33.89
59.51
OWLv2
Protocol=Zero-shot - n...
2026.02
37.25
55.01
DAVE
Protocol=Zero-shot - n...
2026.02
56.1
73.34
PseCo
Protocol=Zero-shot - n...
2026.02
59.82
72.79
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