import json import os # exp_name = ["hypernerf"] # exp_name= ["dnerf"] exp_name=["dynerf"] scene_name = ["coffee_martini", "cook_spinach", "cut_roasted_beef", "flame_salmon_1", "flame_steak", "sear_steak"] # scene_name = ["bouncingballs","jumpingjacks","lego","standup","hook","mutant","hellwarrior","trex"] # scene_name = ["3dprinter","broom2","peel-banana","vrig-chicken"] json_name = "results.json" result_json = {"PSNR":0,"SSIM":0,"MS-SSIM":0,"D-SSIM":0,"LPIPS-vgg":0,"LPIPS-alex":0,"LPIPS":0} exp_json = {} for exps in exp_name: exp_json[exps] = result_json.copy() for scene in scene_name: for experiment in exp_name: load_path = os.path.join("output",experiment,scene,json_name) with open(load_path) as f: js = json.load(f) for res in ["ours_30000","ours_20000","ours_14000","ours_10000","ours_7000","ours_3000"]: if res in js.keys(): for key, item in js[res].items(): if key in exp_json[experiment].keys(): exp_json[experiment][key] += item print(scene, key, item) break # for scene in scene_name: for experiment in exp_name: print(exp_json[experiment]) for key, item in exp_json[experiment].items(): exp_json[experiment][key] /= len(scene_name) for key,item in exp_json.items(): print(key) print("PSNR,SSIM,D-SSIM,MS-SSIM,LPIPS-alex,LPIPS-vgg","LPIPS") print("%.4f"%item["PSNR"],"&","%.4f"%item["SSIM"],"%.4f"%item["D-SSIM"], "%.4f"%item["MS-SSIM"],"&","%.4f"%item["LPIPS-alex"],"%.4f"%item["LPIPS-vgg"], "%.4f"%item["LPIPS"]) # break