anbinh39 commited on
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H2-conv (3.17) step 8000: eval tables

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image_video_conv/step8000/README.md CHANGED
@@ -9,3 +9,17 @@ after the splat, splat_direct, 8-head mid attention, conv_low_in). Trained on im
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  - `s8000_*.md`: eval tables (200 ImageNet val images; 20 OpenVid held-out clips, stride 8 and 2).
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  - `launcher.sh`: the training flags (paths removed).
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  - `s8000_*.md`: eval tables (200 ImageNet val images; 20 OpenVid held-out clips, stride 8 and 2).
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  - `launcher.sh`: the training flags (paths removed).
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+
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+ Eval (200 ImageNet val images; 20 OpenVid clips):
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+ - s8000_img:
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+ | 200 | 29.47 | 0.856 | 0.097 | 24.06 | 16420 |
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+ - s8000ema_img:
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+ | 200 | 29.76 | 0.859 | 0.090 | 21.70 | 16420 |
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+ - s8000_st8:
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+ | anchor | 31.85 | 0.915 | 0.076 | - |
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+ | target, full state | 26.89 | 0.817 | 0.152 | 28626 |
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+ | target, L = 0 | 26.53 | 0.811 | 0.160 | 24882 |
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+ - s8000_st2:
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+ | anchor | 31.99 | 0.916 | 0.076 | - |
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+ | target, full state | 28.90 | 0.869 | 0.112 | 28626 |
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+ | target, L = 0 | 28.68 | 0.865 | 0.118 | 24882 |
image_video_conv/step8000/tables/s8000_img.md ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
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+ # Grain-Prior C-D v1 eval, step 8000
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+
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+ query_init=cond geom_bias=True memory=True image ledger=16420 full state=28626
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+
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+ ## Images
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+
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+ | n | PSNR | SSIM | LPIPS | rFID | numbers |
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+ |---|---|---|---|---|---|
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+ | 200 | 29.47 | 0.856 | 0.097 | 24.06 | 16420 |
image_video_conv/step8000/tables/s8000_st2.md ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Grain-Prior C-D v1 eval, step 8000
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+
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+ query_init=cond geom_bias=True memory=True image ledger=16420 full state=28626
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+
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+ ## video manifest (20 clips, payload 28626)
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+
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+ | decode | PSNR | SSIM | LPIPS | numbers |
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+ |---|---|---|---|---|
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+ | anchor | 31.99 | 0.916 | 0.076 | - |
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+ | target, full state | 28.90 | 0.869 | 0.112 | 28626 |
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+ | target, L = 0 | 28.68 | 0.865 | 0.118 | 24882 |
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+ | target, L = 52 | 28.90 | 0.869 | 0.112 | 28626 |
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+ | novel view: grains + camera only (z = c_0, L = 0) | 20.75 | 0.590 | 0.255 | 24882 |
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+ | copy anchor (no model) | 24.81 | 0.752 | 0.115 | - |
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+ | copy last frame (no model) | 27.56 | 0.831 | 0.070 | - |
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+
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+ target by record (full state), PSNR: 29.63 / 28.84 / 28.22
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+
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+ gates: L0 - copy-last = 1.12 dB; novel view - copy anchor = -4.06 dB
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+
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+ init_cos=0.705 base_cos_pass0=0.815 base_cos_pass1=0.817 base_cos_final=0.839 feat_cos=0.843 support_frac=1.000 psnr_base=28.680 xi_rot_deg=0.602 xi_trans=0.363 fov_deg=61.771 rho_std=0.020 mem_delta=0.032 sigma_mean=0.776 psnr_copy_last=27.560 splat_dropped_frac=0.000
image_video_conv/step8000/tables/s8000_st8.md ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Grain-Prior C-D v1 eval, step 8000
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+
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+ query_init=cond geom_bias=True memory=True image ledger=16420 full state=28626
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+
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+ ## video manifest (20 clips, payload 28626)
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+
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+ | decode | PSNR | SSIM | LPIPS | numbers |
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+ |---|---|---|---|---|
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+ | anchor | 31.85 | 0.915 | 0.076 | - |
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+ | target, full state | 26.89 | 0.817 | 0.152 | 28626 |
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+ | target, L = 0 | 26.53 | 0.811 | 0.160 | 24882 |
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+ | target, L = 52 | 26.89 | 0.817 | 0.152 | 28626 |
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+ | novel view: grains + camera only (z = c_0, L = 0) | 17.49 | 0.418 | 0.373 | 24882 |
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+ | copy anchor (no model) | 19.51 | 0.573 | 0.221 | - |
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+ | copy last frame (no model) | 21.73 | 0.658 | 0.157 | - |
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+
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+ target by record (full state), PSNR: 27.82 / 26.87 / 25.98
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+
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+ gates: L0 - copy-last = 4.80 dB; novel view - copy anchor = -2.02 dB
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+
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+ init_cos=0.701 base_cos_pass0=0.801 base_cos_pass1=0.806 base_cos_final=0.831 feat_cos=0.835 support_frac=1.000 psnr_base=26.536 xi_rot_deg=0.960 xi_trans=0.492 fov_deg=61.686 rho_std=0.021 mem_delta=0.036 sigma_mean=0.776 psnr_copy_last=21.728 splat_dropped_frac=0.004
image_video_conv/step8000/tables/s8000ema_img.md ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
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+ # Grain-Prior C-D v1 eval, step 8000
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+
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+ query_init=cond geom_bias=True memory=True image ledger=16420 full state=28626
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+
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+ ## Images
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+
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+ | n | PSNR | SSIM | LPIPS | rFID | numbers |
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+ |---|---|---|---|---|---|
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+ | 200 | 29.76 | 0.859 | 0.090 | 21.70 | 16420 |