Source column + Delete button + absolute-index admin flow

Public leaderboard:
* New Src column shows whether each row was pre-populated by the
maintainer ('Admin', navy badge) or submitted via the public form
('User', purple badge). The submit handler stamps every uploaded
entry as submitter='user'; pre-populated rows arrive with
submitter='admin' from build_results.py in the Benchmark code repo.

Admin tab:
* admin_view now lists every entry (pending / approved / rejected)
with its absolute index and Source column; the per-status filtering
is gone so the # number on screen is stable.
* admin_act / admin_approve / admin_reject use absolute indices
directly. The new admin_delete pops the row from submissions.jsonl
permanently.
* Adds a 🗑️ Delete button alongside Approve and Reject. The on-screen
hint explains that all three buttons take the absolute index from
the # column.

submissions.jsonl regenerated from build_results.py with submitter
fields on the eleven baselines.

app.py

@@ -198,6 +198,8 @@ LEADERBOARD_CSS = """
 .vbench-tbl .badge.D     { background: #dadcff; color: #322a87; }
 .vbench-tbl .badge.Ref   { background: #e6e0ff; color: #3b1f7a; }
 .vbench-tbl .badge.Other { background: #e3e8ee; color: #0a2540; }
+.vbench-tbl .badge.Admin { background: #0a2540; color: #f6f9fc; }
+.vbench-tbl .badge.User  { background: #635bff; color: #fff; }
 
 .vbench-tbl .links a {
     text-decoration: none; margin-right: 6px; font-size: 13px;
@@ -409,6 +411,7 @@ def _render_leaderboard_html_inner() -> str:
         '<th class="rank">#</th>'
         '<th class="left">Method</th>'
         '<th class="left">Authors / Org</th>'
+        '<th class="left">Src</th>'
         '<th class="score">TextScore↑</th>'
         '<th class="text">SeqAcc↑</th><th class="text">CharAcc↑</th><th class="text">TTS↑</th>'
         "<th>Flk_f↓</th><th>Flk_c↓</th><th>Wp_f↓</th><th>Wp_c↓</th>"
@@ -429,10 +432,16 @@ def _render_leaderboard_html_inner() -> str:
         )
         ts = _record_text_score(r)
 
+        submitter = (r.get("submitter") or "user").strip().lower()
+        src_label = "Admin" if submitter == "admin" else "User"
+        src_class = "Admin" if submitter == "admin" else "User"
+        src_badge = f'<span class="badge {src_class}">{src_label}</span>'
+
         lines.append("<tr>")
         lines.append(f'<td class="rank">{i}</td>')
         lines.append(f'<td class="left method">{method_with_note}</td>')
         lines.append(f'<td class="left org" title="{org}">{org}</td>')
+        lines.append(f'<td class="left">{src_badge}</td>')
         lines.append(f'<td class="score">{_fmt(ts, ".4f")}</td>')
 
         for k, fmt, dim, cls in [
@@ -503,6 +512,7 @@ def parse_eval_json(file_obj) -> Tuple[Optional[Dict], Optional[str]]:
     metrics["n_clips"] = (
         len(data["per_clip"]) if isinstance(data.get("per_clip"), dict) else None
     )
+    metrics["submitter"] = "user"
     return metrics, None
 
 
@@ -539,46 +549,52 @@ def submit_handler(method, organization, family, paper_url, code_url, contact_em
 
 
 def admin_view(passphrase: str):
+    """Show every entry (pending / approved / rejected) with its absolute
+    index so the admin operates on stable row numbers regardless of
+    status."""
     if not ADMIN_PASSPHRASE:
         return pd.DataFrame(), "❌ Admin passphrase not configured on this Space."
     if passphrase != ADMIN_PASSPHRASE:
         return pd.DataFrame(), "❌ Wrong passphrase."
     items = fetch_submissions()
-    pending = [r for r in items if r.get("status") == "pending"]
-    if not pending:
-        return pd.DataFrame(), "✅ No pending submissions."
+    if not items:
+        return pd.DataFrame(), "📋 No submissions yet."
     rows = []
-    for i, r in enumerate(pending):
+    for i, r in enumerate(items):
         rows.append({
             "#": i,
             "Method": r.get("method", "—"),
+            "Status": r.get("status", "—"),
+            "Source": (r.get("submitter") or "—"),
+            "TextScore": _record_text_score(r),
             "Family": r.get("family", "—"),
             "Organization": r.get("organization", "—"),
-            "TextScore": _record_text_score(r),
-            "SeqAcc": r.get("SeqAcc"),
-            "CharAcc": r.get("CharAcc"),
-            "TTS": r.get("TTS"),
             "Email": r.get("contact_email", ""),
             "Submitted": r.get("submitted_at", ""),
         })
-    return pd.DataFrame(rows), f"📥 {len(pending)} pending submission(s)."
+    n_pending = sum(1 for r in items if r.get("status") == "pending")
+    return pd.DataFrame(rows), (
+        f"📋 {len(items)} entry(ies) — {n_pending} pending. "
+        "Use the absolute index in the # column for every action below."
+    )
 
 
 def admin_act(passphrase: str, idx: int, action: str):
+    """Approve or reject the entry at absolute index `idx`."""
     if not ADMIN_PASSPHRASE or passphrase != ADMIN_PASSPHRASE:
         return "❌ Wrong passphrase.", render_leaderboard_html()
     items = fetch_submissions()
-    pending_pos = [i for i, r in enumerate(items) if r.get("status") == "pending"]
-    if idx is None or int(idx) >= len(pending_pos):
-        return f"❌ Index {idx} out of range ({len(pending_pos)} pending).", render_leaderboard_html()
-    target = pending_pos[int(idx)]
+    if idx is None or int(idx) < 0 or int(idx) >= len(items):
+        return f"❌ Index {idx} out of range ({len(items)} entries).", render_leaderboard_html()
+    target = int(idx)
     items[target]["status"] = action
     items[target][f"{action}_at"] = time.strftime("%Y-%m-%d %H:%M:%S UTC", time.gmtime())
     try:
         write_submissions(items)
     except Exception as e:
         return f"❌ Could not save: {e}", render_leaderboard_html()
-    return f"✅ Entry #{idx} {action}.", render_leaderboard_html()
+    method = items[target].get("method", "—")
+    return f"✅ Entry #{target} ({method}) → {action}.", render_leaderboard_html()
 
 
 def admin_approve(passphrase: str, idx: int):
@@ -589,6 +605,22 @@ def admin_reject(passphrase: str, idx: int):
     return admin_act(passphrase, idx, "rejected")
 
 
+def admin_delete(passphrase: str, idx: int):
+    """Permanently remove the entry at absolute index `idx`."""
+    if not ADMIN_PASSPHRASE or passphrase != ADMIN_PASSPHRASE:
+        return "❌ Wrong passphrase.", render_leaderboard_html()
+    items = fetch_submissions()
+    if idx is None or int(idx) < 0 or int(idx) >= len(items):
+        return f"❌ Index {idx} out of range ({len(items)} entries).", render_leaderboard_html()
+    removed = items.pop(int(idx))
+    try:
+        write_submissions(items)
+    except Exception as e:
+        return f"❌ Could not save: {e}", render_leaderboard_html()
+    return (f"🗑️ Deleted #{int(idx)} ({removed.get('method', '—')}).",
+            render_leaderboard_html())
+
+
 # ---------- UI ----------
 
 HEADER_MD = (
@@ -666,16 +698,22 @@ with gr.Blocks(title="ViTeX-Bench Leaderboard",
         )
         admin_pass = gr.Textbox(label="Passphrase", type="password")
         with gr.Row():
-            view_btn = gr.Button("Show pending")
+            view_btn = gr.Button("📋 Show all entries")
             admin_msg = gr.Markdown()
-        pending_df = gr.Dataframe(interactive=False, wrap=True)
-        view_btn.click(admin_view, inputs=admin_pass, outputs=[pending_df, admin_msg])
+        all_df = gr.Dataframe(interactive=False, wrap=True)
+        view_btn.click(admin_view, inputs=admin_pass, outputs=[all_df, admin_msg])
 
-        gr.Markdown("---\n### Approve / reject")
-        idx_in = gr.Number(label="Pending row index (the # column above)", value=0, precision=0)
+        gr.Markdown("---\n### Approve / Reject / Delete")
+        gr.Markdown(
+            "Enter the **absolute** row index from the `#` column above. "
+            "Approve / Reject set the entry's status; Delete removes the entry "
+            "permanently from `submissions.jsonl`."
+        )
+        idx_in = gr.Number(label="Row index", value=0, precision=0)
         with gr.Row():
             approve_btn = gr.Button("✅ Approve", variant="primary")
             reject_btn = gr.Button("❌ Reject")
+            delete_btn = gr.Button("🗑️ Delete", variant="stop")
         action_msg = gr.Markdown()
         approve_btn.click(
             admin_approve,
@@ -687,6 +725,11 @@ with gr.Blocks(title="ViTeX-Bench Leaderboard",
             inputs=[admin_pass, idx_in],
             outputs=[action_msg, leaderboard_html],
         )
+        delete_btn.click(
+            admin_delete,
+            inputs=[admin_pass, idx_in],
+            outputs=[action_msg, leaderboard_html],
+        )
 
     with gr.Tab("ℹ️ About"):
         gr.Markdown(

submissions.jsonl

@@ -1,11 +1,11 @@
-{"method": "TextCtrl", "family": "A — per-frame image editor", "organization": "Zeng et al., 2024", "paper_url": "https://arxiv.org/abs/2410.10133", "code_url": "https://github.com/weichaozeng/TextCtrl", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.5623872104295862, "SeqAcc": 0.47475474732914913, "CharAcc": 0.733502509720617, "TTS": 0.5107817672969821, "Flicker_full": 3.8040257787170293, "Flicker_crop": 4.287049075959627, "Warp_full": 1.5883564410079873, "Warp_crop": 2.087607682354121, "MUSIQ_full": 70.32216657276115, "MUSIQ_crop": 42.77286880553454, "PSNR_loc": 41.143448625451185, "SSIM_loc": 0.9944056776770688, "LPIPS_loc": 0.007969770003940647, "DreamSim_loc": 0.0042883308893049855, "n_clips": 157}
-{"method": "ViTeX-14B (Composite)", "family": "Reference", "organization": "Anonymous (NeurIPS 2026 D&B submission)", "paper_url": "", "code_url": "https://huggingface.co/ViTeX-Bench/ViTeX-14B", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.5409733932921607, "SeqAcc": 0.34489601685376864, "CharAcc": 0.6892114595238374, "TTS": 0.6660196589960885, "Flicker_full": 3.730421558994263, "Flicker_crop": 3.826727295895001, "Warp_full": 1.5060892347506618, "Warp_crop": 1.5591366257464094, "MUSIQ_full": 70.27118598215141, "MUSIQ_crop": 44.944762801223376, "PSNR_loc": 42.950774276028774, "SSIM_loc": 0.9925085173386224, "LPIPS_loc": 0.005916571278483934, "DreamSim_loc": 0.0023257043362929306, "n_clips": 157}
-{"method": "ViTeX-14B", "family": "Reference", "organization": "Anonymous (NeurIPS 2026 D&B submission)", "paper_url": "", "code_url": "https://huggingface.co/ViTeX-Bench/ViTeX-14B", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.5337670099905598, "SeqAcc": 0.34121246792876553, "CharAcc": 0.6879770723988642, "TTS": 0.6478229475144797, "Flicker_full": 3.2739301912212606, "Flicker_crop": 3.424670762474799, "Warp_full": 1.5515188207705402, "Warp_crop": 1.5304199630586097, "MUSIQ_full": 69.63500067777694, "MUSIQ_crop": 43.52961571422055, "PSNR_loc": 29.077432591849323, "SSIM_loc": 0.9512201399006257, "LPIPS_loc": 0.06030903690911814, "DreamSim_loc": 0.023522706465862867, "n_clips": 157}
-{"method": "VideoPainter", "family": "C — mask-conditioned video inpainting", "organization": "Bian et al., 2025", "paper_url": "https://arxiv.org/abs/2503.05639", "code_url": "https://github.com/TencentARC/VideoPainter", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.51506756458757, "SeqAcc": 0.364495972867382, "CharAcc": 0.6187952902754302, "TTS": 0.6058329243574021, "Flicker_full": 2.383399970485585, "Flicker_crop": 2.619418716169186, "Warp_full": 2.9276182078188366, "Warp_crop": 3.3452600061138558, "MUSIQ_full": 67.16001260609637, "MUSIQ_crop": 40.58771384010968, "PSNR_loc": 28.555957743164843, "SSIM_loc": 0.9151628155450829, "LPIPS_loc": 0.10402342236567201, "DreamSim_loc": 0.023908750937496278, "n_clips": 157}
-{"method": "FLUX-Text", "family": "A — per-frame image editor", "organization": "Chen et al., 2025", "paper_url": "https://arxiv.org/abs/2505.03329", "code_url": "https://github.com/AMAP-ML/FluxText", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.5022999045945803, "SeqAcc": 0.5283744349135131, "CharAcc": 0.7367738685630717, "TTS": 0.32554668434702094, "Flicker_full": 5.114334507312302, "Flicker_crop": 14.81406893996351, "Warp_full": 3.0267581734528144, "Warp_crop": 13.009849474748862, "MUSIQ_full": 70.25921666161523, "MUSIQ_crop": 43.85439727157533, "PSNR_loc": 31.488873457756767, "SSIM_loc": 0.974685608615182, "LPIPS_loc": 0.028573400793733536, "DreamSim_loc": 0.012038936603600812, "n_clips": 157}
-{"method": "RS-STE", "family": "A — per-frame image editor", "organization": "Zhao et al., 2025", "paper_url": "https://arxiv.org/abs/2503.17774", "code_url": "https://github.com/honglei-zhao/RS-STE", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.4907994847015915, "SeqAcc": 0.3539735290248826, "CharAcc": 0.6258597181299173, "TTS": 0.5336598236730271, "Flicker_full": 3.728183996539611, "Flicker_crop": 3.66286053942277, "Warp_full": 1.6050723235894067, "Warp_crop": 1.8147908492065754, "MUSIQ_full": 69.57172569297175, "MUSIQ_crop": 34.26484699258097, "PSNR_loc": 37.00242438437832, "SSIM_loc": 0.9830883838061237, "LPIPS_loc": 0.02354780357549038, "DreamSim_loc": 0.007322213357421243, "n_clips": 157}
-{"method": "AnyText2", "family": "A — per-frame image editor", "organization": "Tuo et al., 2024", "paper_url": "https://arxiv.org/abs/2411.15245", "code_url": "https://github.com/tyxsspa/AnyText2", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.4074467792171563, "SeqAcc": 0.27973291436891057, "CharAcc": 0.6332210144114335, "TTS": 0.38186844987155294, "Flicker_full": 3.3398760175596904, "Flicker_crop": 4.9545532378085495, "Warp_full": 2.0425352598531266, "Warp_crop": 3.9516436691464083, "MUSIQ_full": 66.67552189796594, "MUSIQ_crop": 41.65317273156116, "PSNR_loc": 25.55582150532182, "SSIM_loc": 0.9047352040975998, "LPIPS_loc": 0.09148503486230188, "DreamSim_loc": 0.0430956823557552, "n_clips": 157}
-{"method": "TextCtrl + AnyV2V", "family": "B — first-frame + I2V propagation", "organization": "Composite of Zeng 2024 + Ku 2024", "paper_url": "", "code_url": "", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.16492592568061926, "SeqAcc": 0.056786779447094926, "CharAcc": 0.30779952787986514, "TTS": 0.2566561069340611, "Flicker_full": 4.9802852382134075, "Flicker_crop": 4.977045501548225, "Warp_full": 4.107769233013561, "Warp_crop": 3.9674498647429868, "MUSIQ_full": 69.41088303841349, "MUSIQ_crop": 33.85112622206451, "PSNR_loc": 21.084345629665755, "SSIM_loc": 0.7846697544754223, "LPIPS_loc": 0.2249758477633198, "DreamSim_loc": 0.07321823651876672, "n_clips": 157}
-{"method": "Identity (sanity)", "family": "—", "organization": "—", "paper_url": "", "code_url": "", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.0, "SeqAcc": 0.0, "CharAcc": 0.3165408461004333, "TTS": 0.7598748923514798, "Flicker_full": 3.7225515203842283, "Flicker_crop": 3.6811893970338505, "Warp_full": 1.46410686887435, "Warp_crop": 1.2690219210512326, "MUSIQ_full": 70.32922646265375, "MUSIQ_crop": 45.12224410273406, "PSNR_loc": 100.0, "SSIM_loc": 1.0, "LPIPS_loc": 0.0, "DreamSim_loc": -4.1919402509231723e-08, "n_clips": 157}
-{"method": "Wan2.1-VACE-14B", "family": "C — mask-conditioned video inpainting", "organization": "Wan-AI, 2025", "paper_url": "https://arxiv.org/abs/2503.07598", "code_url": "https://huggingface.co/Wan-AI/Wan2.1-VACE-14B", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.0, "SeqAcc": 0.0, "CharAcc": 0.29842756354252414, "TTS": 0.6894925190282424, "Flicker_full": 3.777380530928976, "Flicker_crop": 3.841096694996713, "Warp_full": 1.6876533062098615, "Warp_crop": 1.5609657061512832, "MUSIQ_full": 70.53707020378923, "MUSIQ_crop": 45.256712742544, "PSNR_loc": 35.21163969961195, "SSIM_loc": 0.9761949368626082, "LPIPS_loc": 0.021842662243107273, "DreamSim_loc": 0.007056991990078281, "n_clips": 157}
-{"method": "Kling Video 3.0 Omni", "family": "D — instruction-guided V2V", "organization": "Kuaishou (closed)", "paper_url": "", "code_url": "", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.0, "SeqAcc": 0.0, "CharAcc": 0.20752862556378657, "TTS": 0.6408892575809407, "Flicker_full": 4.247679066116782, "Flicker_crop": 4.081252510324976, "Warp_full": 3.1189079573144176, "Warp_crop": 2.902087520422552, "MUSIQ_full": 72.23268125973436, "MUSIQ_crop": 47.745845725613485, "PSNR_loc": 21.181631575850673, "SSIM_loc": 0.843030764793486, "LPIPS_loc": 0.17594784468030775, "DreamSim_loc": 0.060776721627595835, "n_clips": 157}
+{"method": "TextCtrl", "family": "A — per-frame image editor", "organization": "Zeng et al., 2024", "paper_url": "https://arxiv.org/abs/2410.10133", "code_url": "https://github.com/weichaozeng/TextCtrl", "submitter": "admin", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.5623872104295862, "SeqAcc": 0.47475474732914913, "CharAcc": 0.733502509720617, "TTS": 0.5107817672969821, "Flicker_full": 3.8040257787170293, "Flicker_crop": 4.287049075959627, "Warp_full": 1.5883564410079873, "Warp_crop": 2.087607682354121, "MUSIQ_full": 70.32216657276115, "MUSIQ_crop": 42.77286880553454, "PSNR_loc": 41.143448625451185, "SSIM_loc": 0.9944056776770688, "LPIPS_loc": 0.007969770003940647, "DreamSim_loc": 0.0042883308893049855, "n_clips": 157}
+{"method": "ViTeX-14B (Composite)", "family": "Reference", "organization": "Anonymous (NeurIPS 2026 D&B submission)", "paper_url": "", "code_url": "https://huggingface.co/ViTeX-Bench/ViTeX-14B", "submitter": "admin", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.5409733932921607, "SeqAcc": 0.34489601685376864, "CharAcc": 0.6892114595238374, "TTS": 0.6660196589960885, "Flicker_full": 3.730421558994263, "Flicker_crop": 3.826727295895001, "Warp_full": 1.5060892347506618, "Warp_crop": 1.5591366257464094, "MUSIQ_full": 70.27118598215141, "MUSIQ_crop": 44.944762801223376, "PSNR_loc": 42.950774276028774, "SSIM_loc": 0.9925085173386224, "LPIPS_loc": 0.005916571278483934, "DreamSim_loc": 0.0023257043362929306, "n_clips": 157}
+{"method": "ViTeX-14B", "family": "Reference", "organization": "Anonymous (NeurIPS 2026 D&B submission)", "paper_url": "", "code_url": "https://huggingface.co/ViTeX-Bench/ViTeX-14B", "submitter": "admin", "submitted_at": "2026-05-04 00:00:00 UTC", "approved_at": "2026-05-04 00:00:00 UTC", "status": "approved", "TextScore": 0.5337670099905598, "SeqAcc": 0.34121246792876553, "CharAcc": 0.6879770723988642, "TTS": 0.6478229475144797, "Flicker_full": 3.2739301912212606, "Flicker_crop": 3.424670762474799, "Warp_full": 1.5515188207705402, "Warp_crop": 1.5304199630586097, "MUSIQ_full": 69.63500067777694, "MUSIQ_crop": 43.52961571422055, "PSNR_loc": 29.077432591849323, "SSIM_loc": 0.9512201399006257, "LPIPS_loc": 0.06030903690911814, "DreamSim_loc": 0.023522706465862867, "n_clips": 157}
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