notesum.ai

Published at November 20

cs.AI

cs.CV

Released Date: November 20, 2024

Authors: Shantanu Jaiswal¹, Debaditya Roy², Basura Fernando², Cheston Tan³

Aff.: ¹Carnegie Mellon University; ²IHPC, A*STAR Singapore; ³Centre for Frontier AI Research, A*STAR Singapore

Model	Int.	Seq.	Pred.	Feas.	Avg.
LRR*[5]	73.7	71.0	71.3	65.1	70.3
LRR (w/o surrogate)	54.5	48.7	44.3	45.5	48.2
All-in-One [72]	47.5	50.8	47.7	44.0	47.5
Temp[ATP][7]	50.6	52.8	49.3	40.6	48.3
MIST [18]	55.5	54.2	54.2	44.4	51.1
InternVideo (8) [75]	62.7	65.6	54.9	51.9	58.7
SeViLA-BLIP2 [86]	63.7	70.4	63.1	62.4	64.9
Concat-Att-4L	68.1	71.4	66.6	55.2	65.3
Cross-Att-4L	67.5	72.1	64.4	58.5	65.6
IPRM	71.8	77.7	71.0	59.1	69.9