hexuan21
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f4d12f0
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Parent(s):
b6bae41
update utils.py
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utils.py
CHANGED
@@ -57,12 +57,14 @@ Below are the metrics for each dimension, raw score of these metrics is [0,1] an
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VQA_A and VQA_T are both from EvalCrafter metrics suite.
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(2) Temporal Consistency = average(CLIP_Temp, Face_Consistency_Score, Warping_Error) <br>
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CLIP_Temp, Face_Consistency_Score, Warping_Error are all from EvalCrafter metrics suite.
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Warping_Error is "100*(1 - raw_result)" so that larger score indicate better performance.
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(3) Dynamic Degree = average(SSIM_dyn, MSE_dyn) <br>
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SSIM_dyn and MSE_dyn are both from VideoScore.
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@@ -71,6 +73,7 @@ SSIM_dyn is "100*(1-raw_result)" so that larger score indicate better performanc
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MSE_dyn is "100*(1-raw_results/255^2)" since the value range of pixel is 0-255 and the theoretical maximum of MSE is 255*255.
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(4) Text-to-Video Alignment = average(CLIP-Score, BLIP-BLEU) <br>
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CLIP-Scoreand BLIP-BLEU are both from EvalCrafter metrics suite.
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VQA_A and VQA_T are both from EvalCrafter metrics suite.
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(2) Temporal Consistency = average(CLIP_Temp, Face_Consistency_Score, Warping_Error) <br>
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CLIP_Temp, Face_Consistency_Score, Warping_Error are all from EvalCrafter metrics suite.
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Warping_Error is "100*(1 - raw_result)" so that larger score indicate better performance.
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(3) Dynamic Degree = average(SSIM_dyn, MSE_dyn) <br>
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SSIM_dyn and MSE_dyn are both from VideoScore.
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MSE_dyn is "100*(1-raw_results/255^2)" since the value range of pixel is 0-255 and the theoretical maximum of MSE is 255*255.
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(4) Text-to-Video Alignment = average(CLIP-Score, BLIP-BLEU) <br>
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CLIP-Scoreand BLIP-BLEU are both from EvalCrafter metrics suite.
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