Panoptic Segmentation on COCO

58PQ

HIPIE

Updated 1mo ago

Evaluation Results

Method
HIPIE 2023.07	58	-	-
HIPIE 2023.07	58	-	-
Full-precision 2026.06	57.9	-	-
Mask2Former 2022.12	57.8	-	-
Shift-and-Sum Quantization + LiteVAR 2026.06	57.8	-	-
Shift-and-Sum Quantization 2026.06	57.6	-	-
LiteVAR 2026.06	57.4	-	-
Ours-D3S2 2026.05	56.9	-	-
GELLA-13B 2024.02	56.5	83.3	67.3
GELLA-7B 2024.02	56.4	83.4	66.8
X-Decoder 2023.07	56.2	-	-
SEEM 2023.07	56.2	-	-
X-Decoder 2023.07	56.2	-	-
SEEM 2023.07	56.2	-	-
BRECQ 2026.06	55.8	-	-
DINOv3 2026.05	55.6	-	-
ODISE 2023.07	55.4	-	-
ODISE 2023.07	55.4	-	-
ODISE 2026.03	55.4	-	-
OVRCOAT 2026.03	54.6	82.9	65.1
FC-CLIP 2026.03	54.4	-	-
Mask2Former 2024.02	53.4	83.1	63.4
GELLA-13B 2024.02	53.2	83.2	63.9
GELLA-7B 2024.02	53.1	83.3	63.8
HIPIE 2023.07	52.7	-	-
HIPIE 2023.07	52.7	-	-
X-Decoder 2023.07	52.6	-	-
X-Decoder 2023.07	52.6	-	-
OPSNet 2026.03	52.4	83.5	62.1
Shift-and-Sum Quantization + LiteVAR 2026.06	52.2	-	-
Shift-and-Sum Quantization 2026.06	51.6	-	-
LiteVAR 2026.06	51.5	-	-
BRECQ 2026.06	51	-	-
SEEM 2023.07	50.6	-	-
SEEM 2023.07	50.6	-	-
MAFT+pan 2026.03	50.3	82.2	60.3
Mask2Former 2024.02	49.2	82.5	58.8
UViM 2022.12	45.8	-	-
DETR 2022.12	45.6	-	-
SAM2 2026.05	43.7	-	-
Painter 2022.12	43.4	-	-
DeCon-ML-L 2025.03	40.9	-	-
DeCon-ML-S 2025.03	40.52	-	-
DeCon-SL 2025.03	40.44	-	-
SlotCon (2022) 2025.03	40.31	-	-
Random init. 2025.03	33.51	-	-