notesum.ai
Published at December 9Bridging the Divide: Reconsidering Softmax and Linear Attention
cs.CV
Released Date: December 9, 2024
Authors: Dongchen Han1, Yifan Pu, Zhuofan Xia, Yizeng Han, Xuran Pan, Xiu Li, Jiwen Lu, Shiji Song, Gao Huang
Aff.: 1Tsinghua University

| Mask Out Position | None | Loc. | Loc. | Loc. | Rand | Rand | Rand |
|---|---|---|---|---|---|---|---|
| Softmax Attn | 72.2 | 51.6 | 24.3 | 9.0 | 71.7 | 71.5 | 71.1 |
| InLine Attn | 70.0 | 58.0 | 40.0 | 20.0 | 70.0 | 69.9 | 69.5 |