S4 (Structured State Space Sequence Model, HiPPO-diagonal LTI SSM conv) small s4 structured history not forward validated unknown 27 ops
S4D (Diagonal State Space Model, simplified diagonal-A kernel) small s4d diagonal history not forward validated unknown 27 ops
SAFMN x4 (spatially-adaptive feature modulation SR) medium safmn x4 history not forward validated unknown 83 ops
sagan_rosinality_discriminator small sagan rosinality generative_diffusion-GAN-flow not forward validated unknown 26 ops
sagan_rosinality_generator small sagan rosinality generative_diffusion-GAN-flow not forward validated unknown 43 ops
sam:base-promptable-segmentation monster sam base vision_classification-backbone not forward validated unknown 1024 ops
SAM-DETR (semantic-aligned matching DETR with salient resampling) medium sam detr history not forward validated unknown 150 ops
sam_hq:base-promptable-segmentation monster sam hq vision_classification-backbone not forward validated unknown 1066 ops
SAM (SAM2A: Self-Attention Interaction Model for CTR) small sam sam2a history not forward validated unknown 20 ops
sam2:base-promptable-segmentation large sam2 base vision_classification-backbone not forward validated unknown 737 ops
sam2_hiera_base_plus large sam2 hiera vision_classification-backbone not forward validated unknown 896 ops
sam2_hiera_large monster sam2 hiera vision_classification-backbone not forward validated unknown 1784 ops
sam2_hiera_small large sam2 hiera vision_classification-backbone not forward validated unknown 600 ops
sam2_hiera_tiny large sam2 hiera vision_classification-backbone not forward validated unknown 452 ops
sam2_video:base-video-promptable-segmentation small sam2 video video_action not forward validated unknown 14 ops