text: Table 12 Linear vs. Attentive Probe Evaluation for V-JEPA and VideoMAE. We evaluate the effect of linear (Lin.) 
  and attentive (Att.) probing when adapting V-JEPA to the K400 (16 × 5 × 3) and SSv2 (16 × 2 × 2) tasks. V-JEPA and 
  VideoMAE benefit from using a non-linear attentive probe. 
  
  K400  SSv2 
  Method  Arch.  Lin.  Att.  Lin.  Att. 
  
  VideoMAE ViT-L/16 
  ViT-L/16 
  V-JEPA  52.5 
  56.7  77.8 
  80.8  41.3 
  50.1  61.2 
  69.5 
  
  Table 13 Linear vs. Attentive Probe Evaluation for DINOv2 and OpenCLIP. We evaluate the effect of linear (Lin.) 
  and attentive probing (Att.) when adapting DINOv2 and OpenCLIP. Image-baselines benefit from using an attentive probing 
  strategy. Results shown in gray are reported from the linear probe evaluation in Oquab et al. (2023). 