Object Detection on PSP Plane benchmark leaderboard · SOTA2 Research

Object Detection on PSP Plane

68.8Airplane ScoreExpertDet (ReDet)

Evaluation Results

Method	Links
ExpertDet (ReDet)2026.06		68.8	86.1	34.1	77.3	88.9	89	89.2	86.7	89.9	90.9	82.3	89.1	31.6	39.2	18.6
ReDet2026.06		67.9	85.7	32.4	75.1	88.9	86.3	88.3	86.4	90.1	90.8	83	91.3	30.7	37	15.6
ExpertDet (Oriented R-CNN)2026.06		67.6	86	30.9	77.8	88.6	83.4	88.2	88.9	90.5	90.3	83.2	87.2	28	35.6	19
Oriented R-CNN2026.06		66.4	84.7	29.8	74.7	88.8	82.9	88.4	85.8	90.1	90.2	81.7	86.5	29.2	33.3	14.8
PCLDet (Oriented R-CNN)2026.06		66.3	84.4	30.2	73.2	88.5	81.3	81.4	88.7	89.6	89.7	82	86.8	27.9	35.1	15.2
OM (Oriented R-CNN)2026.06		66.3	84.3	30.2	75.5	88.5	80.1	88.7	88.6	90.5	89.2	74.2	82.6	30.2	33.8	12.1
EagleVision (Oriented R-CNN)2026.06		66.3	84.1	30.6	71.9	88.2	81.2	88.7	86.3	89.2	90.3	80.1	88.7	28.3	34	22.9
EQLv2 (Oriented R-CNN)2026.06		66.1	85.1	28.2	75.2	88.3	82.9	88.5	88.7	90.4	89.2	80.9	86.4	26	32.4	16.3
ISCL (Oriented R-CNN)2026.06		65.1	82.2	30.8	72.5	86.2	79.6	85.3	86.7	90.5	89.3	68.4	82	27.2	35.4	21.9
ExpertDet (R. ATSS)2026.06		64.9	80.5	33.8	69.3	86.1	77.1	84	82.6	85.2	88.3	82	75.9	31.2	39.5	16.2
LogN (Oriented R-CNN)2026.06		64.4	83.5	26.3	74.2	88.4	78.3	89.4	85.6	89.5	90.2	77.6	80.3	26	29.2	13.4
OM (R. FCOS)2026.06		64.2	80.5	31.7	72.1	85.5	77.9	85.9	83.6	88.3	89	66.8	75.4	32.4	33.5	19.9
PETDet (Oriented R-CNN)2026.06		63.1	79.5	30.4	69.8	85.9	77.1	86	80.2	89	86.6	72.6	71.6	30.4	33.2	16.7
R. ATSS2026.06		62.6	77.6	32.8	65.1	85.6	76.4	79.7	77.6	85	84.2	67.4	76.2	32.9	35.9	16.6
S2A-Net2026.06		62.6	79.6	28.7	70.3	84.2	78	85.3	78.6	85.1	84	77.4	79.7	24.1	35.4	14.2
R. FCOS2026.06		61.9	76.9	31.8	64.2	86	74.1	80.9	78	82.2	88.4	69.8	68.1	28.3	37.3	18
R. Faster R-CNN2026.06		61.1	78.6	26.3	67.1	82.1	72.9	86.7	83.6	87.8	88.7	75.3	74	23.2	31	15
RHINO2026.06		60	76.2	27.8	63.5	82.9	75.7	79.1	78.3	82.1	80.2	73.9	73.3	25.8	31.8	15.6
R. Grounding DINO2026.06		59.3	74.7	28.3	66.8	82.5	75.4	85.2	74.5	78	76.6	56	68.8	26.6	31.8	17.8
R. HiCLPL (R. Faster R-CNN)2026.06		59.2	75.3	26.9	63	77.4	66.3	78.3	82	85.1	77.7	77.1	79.2	23.9	30.9	19.3
R. RetinaNet2026.06		58.5	72.5	30.6	64.4	82.8	74.6	76.9	69.7	82.4	77.1	58.3	58.8	27.7	35	20.4
R. GLIP2026.06		58.4	72.4	30.3	64.2	82.9	78.4	80.2	72.5	68.9	84.4	71.4	46.9	28.6	34.4	16.9
Gliding Vertex2026.06		57.7	73.9	25.4	64.7	78.2	69.8	78.7	78.6	84	77.7	66.5	68.4	22.4	29.3	17.7
R3Det2026.06		56.5	71.6	26.4	68.7	81.2	75.1	83.2	71.3	59.9	71.8	49.2	58	25.3	30.3	11.3
R. DeformableDETR2026.06		51.8	65	25.6	56.8	71	65.4	71.9	69.3	67.1	71	59.3	51.6	20.7	32.3	11.8