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Benchmarks
Object Counting on OmniCount Fruits
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0.37
Mean Absolute Error (MAE)
AdaCount
0.2716
0.9358
1.6
2.2642
Jul 2, 2026
Mean Absolute Error (MAE)
Root Mean Squared Error (RMSE)
Updated 22d ago
Evaluation Results
Method
Method
Links
Mean Absolute Error (MAE)
Root Mean Squared Error (RMSE)
AdaCount
Training=false
2026.07
0.37
0.74
SAM3Count
Training=false
2026.07
0.43
0.93
SAM3
Training=false
2026.07
0.44
0.93
CountGD++
Training=true
2026.07
1.97
3.29
CountGD
Training=true
2026.07
2.76
3.11
CountGD-Box
Training=true
2026.07
2.83
3.15
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