BGE RepTok COCO K

COCO val2017, 16 GW/attention pairs, direct versus grounded BGE to RepTok.

Direct By K

direct performance by K

Grounded By K

grounded performance by K

Delta By K

grounding delta by K

Delta Models

grounding delta by model

Means

K	N	Direct LPIPS	Grounded LPIPS	Delta LPIPS	Direct CLIP	Grounded CLIP	Delta CLIP
2	1	0.69464	0.68918	+0.00547	0.29231	0.29605	+0.00375
3	4	0.69742	0.70206	-0.00464	0.28135	0.25685	-0.02450
4	6	0.70067	0.69978	+0.00090	0.27755	0.27619	-0.00136
5	4	0.69943	0.69362	+0.00581	0.27368	0.27474	+0.00106
6	1	0.70138	0.69887	+0.00251	0.26683	0.26572	-0.00110

metrics.csv · k_summary.csv · summary.json