Editing ComfyUI (section)

== Benchmark ==

=== Video Upscale ===

[https://www.reddit.com/r/StableDiffusion/comments/1opb9wk/seedvr2_comfyui_4x_upscale_poor_performance_on_a/#:~:text=The%20nightly%20version%20of%20SeedVR2,faster%20and%20more%20memory%20efficient. FlashVSR]
{| class="wikitable"
|+
!
!
!
!
!
|-
|2026-01-30
|336.80s
|GAN upscaler template in ColmfyUI
|for a 3 second video using the 
|
|-
|2026-01-30
|19.04s
|GAN upscaler template in ColmfyUI
|for a second pass (Cached or load time?)
|
|-
|2026-01-30
|343.10s
|'''seedvr2_ema_3b_fp16'''
|
|
|-
|2026-01-30
|351.37
|'''seedvr2_ema_3b_fp8'''
|
|
|-
|2026-01-30
|354.54
|seedvr2_ema_3b-Q4_K_M
|
|
|-
|2026-01-30
|442.38
|seedvr2_ema_3b_fp8
|With torch compile and tile size of '''768''' (First run)
|
|-
|2026-01-30
|305.02
|seedvr2_ema_3b_fp8
|With torch compile and tile size of 768 ('''Second''' run)
|
|-
|2026-01-30
|408.12
|seedvr2_ema_3b_fp8
|With torch compile and tile size of 768, '''swap blocks 6''' ('''First''' run)
|
|-
|2026-01-30
|341.21
|seedvr2_ema_3b_fp8
|With torch compile and tile size of 768, '''swap blocks 6,''' batch size 21
|
|-
|2026-01-30
|375.13
|seedvr2_ema_3b_fp8
|With torch compile and encoding tile size of '''1024''', '''swap blocks 6,''' batch size 21
|
|-
|2026-01-30
|323.73
|seedvr2_ema_3b_fp8
|With torch compile and encoding tile size of '''1024''', '''swap blocks 9,''' batch size 21, sageattention2
|
|-
|2026-01-30
|405.08
|seedvr2_ema_7b_Q4_K_M
|Default settings
|
|-
|
|
|
|
|
|}