Refine prompt_template_source: cite verifiable official sources per 2026-05-30 deep audit

metadata.json

@@ -49,9 +49,9 @@
         "notes": "410 videos from ShutterStock, distributed via lmms-lab/TempCompass HF repo. Includes original and conflicting (reversed/concatenated) videos for temporal perception testing."
       },
       "prompt_template_source": {
-        "origin": "fallback",
-        "reference": "T8-adapted",
-        "notes": "video VQA per-dataset adaptation"
+        "origin": "official",
+        "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/tempcompass/_default_template_yaml (canonical per-subset post_prompts: multi-choice → 'Please directly give the best option:'; yes_no → 'Please answer yes or no:'; caption_matching → 'Please directly give the best option:')",
+        "notes": "lmms-eval TempCompass canonical per-subset evaluation prompts."
       }
     },
     "yes_no": {
@@ -101,9 +101,9 @@
         "notes": "410 videos from ShutterStock, distributed via lmms-lab/TempCompass HF repo. Includes original and conflicting (reversed/concatenated) videos for temporal perception testing."
       },
       "prompt_template_source": {
-        "origin": "fallback",
-        "reference": "T8-adapted",
-        "notes": "video VQA per-dataset adaptation"
+        "origin": "official",
+        "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/tempcompass/_default_template_yaml (canonical per-subset post_prompts: multi-choice → 'Please directly give the best option:'; yes_no → 'Please answer yes or no:'; caption_matching → 'Please directly give the best option:')",
+        "notes": "lmms-eval TempCompass canonical per-subset evaluation prompts."
       }
     },
     "caption_matching": {
@@ -153,9 +153,9 @@
         "notes": "410 videos from ShutterStock, distributed via lmms-lab/TempCompass HF repo. Includes original and conflicting (reversed/concatenated) videos for temporal perception testing."
       },
       "prompt_template_source": {
-        "origin": "fallback",
-        "reference": "T8-adapted",
-        "notes": "video VQA per-dataset adaptation"
+        "origin": "official",
+        "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/tempcompass/_default_template_yaml (canonical per-subset post_prompts: multi-choice → 'Please directly give the best option:'; yes_no → 'Please answer yes or no:'; caption_matching → 'Please directly give the best option:')",
+        "notes": "lmms-eval TempCompass canonical per-subset evaluation prompts."
       }
     },
     "captioning": {
@@ -205,8 +205,9 @@
         "notes": "410 videos from ShutterStock, distributed via lmms-lab/TempCompass HF repo. Includes original and conflicting (reversed/concatenated) videos for temporal perception testing."
       },
       "prompt_template_source": {
-        "origin": "fallback",
-        "reference": "T2"
+        "origin": "official",
+        "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/tempcompass/_default_template_yaml (captioning task uses bare video+question)",
+        "notes": "lmms-eval TempCompass captioning canonical prompt (no scaffold)."
       }
     }
   }