Novel Emerging Segmentation on NEST benchmark leaderboard · SOTA2 Research

Novel Emerging Segmentation on NEST

77.5gIoULISA-7B + ROSE

Evaluation Results

Method	Links
LISA-7B + ROSE2026.04		77.5	70.7
READ-7B + ROSE2026.04		76	71.7
LISA-7B + ROSE2026.04		75.3	67.4
SESAME-7B + ROSE2026.04		74.1	70.5
READ-7B + ROSE2026.04		71.6	65.2
SESAME-7B + ROSE2026.04		70.1	63.5
READ-7B + ROSE2026.04		67.9	62.4
LISA-7B+ Gemini-2.0 Flash Search2026.04		67.8	65.3
LISA-7B + ROSE2026.04		67.6	60.7
LISA-7B+ GPT-4o mini Search2026.04		67	63.1
SESAME-7B + ROSE2026.04		65.8	54.2
LISA-7B2026.04		56.5	47.5
Grounded-SAM2026.04		53.8	40.3
LISA-7B2026.04		51.1	39
LISA-7B2026.04		50.9	40.6
READ-7B+ Gemini-2.0 Flash Search2026.04		50.2	44.9
Grounded-SAM2026.04		47.8	34.4
READ-7B+ GPT-4o mini Search2026.04		47.5	43
SEEM2026.04		47.3	36.6
SEEM2026.04		47.1	38.2
SESAME-7B+ Gemini-2.0 Flash Search2026.04		46	45.6
GRES2026.04		44.2	36.1
GRES2026.04		43.8	30
Grounded-SAM2026.04		43.8	27.7
GRES2026.04		42.7	35.6
SESAME-7B+ GPT-4o mini Search2026.04		42.3	41.7
SEEM2026.04		41.7	29.7
CRIS2026.04		40.5	26.6
CRIS2026.04		40.5	30.3
CRIS2026.04		39.6	29.2
READ-7B2026.04		33.4	28.3
SESAME-7B2026.04		25.5	17.8
READ-7B2026.04		25.1	22
READ-7B2026.04		22.3	18.3
SESAME-7B2026.04		14.5	14
SESAME-7B2026.04		14.1	11.2