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ResearchFormerly WizWand

Instance Segmentation on COCO (AP)

0.7718APSAM-H/16
0.3632880.4693440.57540.681456Jul 18, 2023Jan 11, 2024Jul 6, 2024Dec 30, 2024Jun 25, 2025Dec 19, 2025Jun 15, 2026
Updated 4mo ago

Evaluation results

MethodLinks
SAM-H/16Params (M)=637, Resolution=1024, Throughput=122023.120.7718
E-RADIO-LParams (M)=391, Resolution=512, Throughput=4682023.120.7631
RADIO-ViT-H/16Params (M)=653, Resolution=432, Throughput=1582023.120.7623
Full-precisionBits (W/A)=16/162026.060.49
Shift-and-Sum Quantization + LiteVARBits (W/A)=6/62026.060.486
Shift-and-Sum QuantizationBits (W/A)=6/62026.060.483
LiteVARBits (W/A)=6/62026.060.482
BRECQBits (W/A)=6/62026.060.478
ViT-H-SAMinference_mode=zero-shot2023.070.468
MAETask layer=Cascade Mask R-CNN2024.080.449
RepViT-SAMinference_mode=zero-shot2023.070.444
BEiTTask layer=Cascade Mask R-CNN2024.080.444
DINOTask layer=Cascade Mask R-CNN2024.080.434
BAMTask layer=Cascade Mask R-CNN2024.080.433
MoCoV3Task layer=Cascade Mask R-CNN2024.080.429
MobileSAMinference_mode=zero-shot2023.070.427
ViT-B-SAMinference_mode=zero-shot2023.070.425
Shift-and-Sum Quantization + LiteVARBits (W/A)=4/42026.060.406
LiteVARBits (W/A)=4/42026.060.392
Shift-and-Sum QuantizationBits (W/A)=4/42026.060.391
BRECQBits (W/A)=4/42026.060.379