ACM Transactions on Graphics 'Under Review': What the Status Means

The first status period is not the full scientific review. It is the journal checking whether the record can be handled: files open correctly, author metadata is complete, disclosures are included, ethics statements are present, and the manuscript appears to match the journal's scope. For ACM Transactions on Graphics, this stage matters because a small administrative issue can look like a peer-review delay from the author's side. If the status changes quickly to Under Review, read that as a routing signal, not as proof that every reviewer has accepted.

The useful action during this stage is not to ask whether the editor likes the paper. It is to make sure every status email, submission-form field, and manuscript file points to the same claim. A mismatch between the cover letter, abstract, figure sequence, and supplementary files creates editorial friction even when the work is credible.

For ACM Transactions on Graphics, the file package should make clear that the manuscript has a graphics contribution strong enough for TOG rather than a conference-only systems, HCI, vision, or visualization venue before a reviewer has to hunt for it.

At this point the manuscript is being read for fit. The editor is not only asking whether the manuscript is polished, but whether the manuscript has a graphics contribution strong enough for TOG rather than a conference-only systems, HCI, vision, or visualization venue. In computer graphics, rendering, geometry processing, animation, simulation, vision-for-graphics, and interactive systems, a manuscript can be technically careful and still difficult to route if the abstract promises one contribution while the methods, figures, theory, or supplementary files support another.

The editor may be matching the manuscript to rendering reviewers, geometry-processing reviewers, animation reviewers, simulation reviewers, differentiable-graphics reviewers, visualization reviewers, HCI-adjacent graphics reviewers, and ACM associate editors. That matching process can take time because the editor needs reviewers who can evaluate the central claim without reconstructing the manuscript's logic from scratch. Under Review can therefore cover both reviewer recruitment and active review.

At ACM Transactions on Graphics, the handling editor is usually making two decisions at once: whether the submission deserves outside assessment and which reviewer pool can test the manuscript fairly. ACM TOG sits at the center of computer-graphics journal publishing and is tightly connected to the SIGGRAPH research culture. The handling editor is usually testing novelty, technical correctness, visual evidence, artifact quality, and whether the work changes how graphics researchers model, render, simulate, reconstruct, author, or evaluate visual content.

That editorial culture matters because the status label can look static while the handling editor checks scope, article type, evidence traceability, conflicts, and reviewer availability. Authors should prepare for comments on the graphics contribution, the technical novelty, the ablations and baseline comparisons, and the artifact availability while the handling editor is still shaping the review path.

In parallel, the editor may be identifying two or three reviewers and checking whether the manuscript has the right scope for those reviewers. Recruiting reviewers can take 7 to 21 days when the topic sits between fields, depends on a specialized dataset, or requires both methodological and domain expertise. An ACM Transactions on Graphics manuscript can therefore show Under Review while the editor is still securing the right reviewer mix.

For authors, the useful question is not "has someone accepted yet?" The useful question is "if a reviewer accepts today, would the manuscript's the graphics contribution, the technical novelty, the ablations and baseline comparisons, and the artifact availability make the claim easy to evaluate?" That is the difference between passive waiting and productive waiting.

This is the main period in which graphics reviewers evaluate the paper. They are testing whether the method is genuinely new rather than a known technique with a nicer demo, whether the ablations isolate the claimed contribution, whether the strongest current baseline is actually in the comparison, whether the figures and supplemental video support the claims, and whether the artifact is reproducible.

The common weak point at TOG is not a weak result; it is impressive visuals attached to a method that a SIGGRAPH-area reviewer will not see as technically novel.

Active review is also where watching the portal tells you the least. A static status does not reveal whether one reviewer is late, whether the editor is waiting on a rendering-versus-vision expert read, whether a reviewer declined, or whether reports are already in synthesis. The productive response is to prepare for the objection a TOG submission most often draws.

Use the waiting window to build a response map around the method claim: the likely objection (usually "is this novel, and is the strongest baseline present?"), the ablation or comparison that answers it, and the figure or video that proves it. If the decision is revise, that map saves time; if it is reject, it tells you whether the work is a graphics-method contribution or a vision/HCI paper with a rendering demo attached.

After reports arrive, the editor turns them into a decision, which can still read as Under Review, Reviews Complete, or Decision in Process. Silence is not rejection: at TOG it often means the editor is reconciling reviewers who disagree on whether the method is novel enough, or waiting on one more expert to judge a contested baseline comparison.

The synthesis window is where the editor reconciles those reads. If one reviewer wants more ablations and another wants a tighter scope, the decision letter takes longer because the editor has to decide which instruction governs the revision. That delay is procedural, not a verdict.

Not automatically. The usual explanation is reviewer recruitment or a late report, not a hidden rejection, and graphics reviewers can be slow because evaluating a method often means studying the supplemental video and artifact, not just the text. The useful read is whether elapsed time matches the stage: a quick move to Under Review then silence usually means one outstanding reviewer, while a later change usually means synthesis. Past 12 weeks with no movement, a polite inquiry is reasonable.

What you should not do is start re-writing in a panic or shop the paper elsewhere. Use the time to firm up the strongest baseline comparison and the ablation that isolates your contribution before a revise, reject-with-comments, or redirect decision arrives.

Across our pre-submission review work with ACM Transactions on Graphics manuscripts, three named status-risk patterns explain most of the productive work authors can do while the portal still says Under Review. These patterns are useful because they are tied to manuscript components a reviewer can inspect, not to generic advice about waiting.

In our pre-submission review work on ACM Transactions on Graphics manuscripts, each pattern below becomes a concrete status-window task: pressure-test the method novelty, the ablations, the strongest-baseline comparison, and the artifact reproducibility before the reviewer report arrives.

The TOG submissions that generate the most avoidable anxiety are not the weak ones. They are credible papers with strong visuals whose authors wait passively instead of shoring up the novelty argument and baseline comparison reviewers will press. ACM's guidance explains the workflow, but it does not warn that a beautiful demo without a defensible method-novelty claim is the most common way to draw a reject.

• ACM TOG evidence-chain gap: The editor needs to see the graphics contribution, the technical novelty, the ablations and baseline comparisons, and the artifact availability without piecing together the claim from scattered files. Prepare a one-page response map that ties the central claim to figures, methods, data files, theory, and limitations.

• ACM TOG reviewer-routing risk: The wrong reviewer pool can make a sound paper look less convincing than it is. Use the waiting window to identify how the abstract, keywords, suggested reviewers, article type, and field framing point to rendering reviewers, geometry-processing reviewers, animation reviewers, simulation reviewers, differentiable-graphics reviewers, visualization reviewers, HCI-adjacent graphics reviewers, and ACM associate editors.

• ACM TOG source-to-claim friction: Reviewers move quickly from headline claim to evidence traceability. Check that the source data, repository links, supplementary files, figure legends, models, theory logic, and methods are easy to audit.

• ACM TOG revision-readiness gap: Revision speed depends on whether authors already know which objection is likely. Draft answer blocks for the two most likely reviewer concerns before the decision letter arrives.

The recurring Manusights pattern is that authors over-prepare the wrong asset while the paper is under review. At a graphics journal that usually means polishing prose when the likely objection is a missing baseline, or rewriting the introduction when the real problem is a method a reviewer will not see as novel. For ACM Transactions on Graphics, the highest-value waiting work is to make the method novelty, the ablations, and the strongest-baseline comparison explicit enough that a reviewer can test the claim without rebuilding it.

Across recent Manusights pre-submission reviews of graphics manuscripts, the useful signal was not the portal label. It was whether the draft already made its method novelty and strongest-baseline comparison obvious before reports arrived. That is why this page ties Under Review to the contribution, the ablations, and the comparison a TOG review must defend, instead of only defining the status phrase.

If you want a second set of eyes before the report lands, use the ACM Transactions on Graphics AI review to identify reviewer-risk issues while the manuscript is still under review.

SIGGRAPH conference track, SIGGRAPH Asia, ACM Transactions on Interactive Intelligent Systems, IEEE TVCG, Computer Graphics Forum, IEEE Transactions on Visualization and Computer Graphics, and CHI can be reasonable alternatives when the evidence package is strong but the editorial center of gravity does not match ACM Transactions on Graphics. Do not treat transfer planning as pessimism. It is a way to shorten the next move if the decision letter confirms the current venue is one level too broad, too narrow, or too format-specific.

Source limitations: this page pairs ACM's public guidance with Manusights pre-submission-review experience on computer-graphics manuscripts; it cannot see the private reviewer invitations, report status, or handling-editor notes inside your manuscript record.

ACM's public pages can tell you the TOG portal, the article-scope language, the submission route, and the broad review policy. They cannot tell you whether your specific paper has reviewers assigned, whether one is late, or whether the editor is leaning toward a revise or a redirect to the SIGGRAPH track or TVCG. That is why this page separates official-source facts from interpretation: the ACM sources anchor the workflow; the Manusights layer is the method-level risk read.

Official sources used for this Under Review interpretation:

• dl.acm.org
• Acm author instructions
• Codes Isss author instructions
• codes-isss.org
• Authors author instructions

• ACM Transactions on Graphics hub
• ACM TOG submission guide
• journal-selection guide
• not-ready warning signs
• cover-letter guide

Before you wait another month, run a ACM Transactions on Graphics reviewer-risk check and prepare the revision map reviewers are most likely to force you to build later.

Source-specific notes from this research pass:

• ACM publishing guidance anchors manuscript preparation and submission expectations for ACM journals and transactions.
• The TOG author-information page says TOG accepts submissions electronically through Manuscript Central and authors select Transactions on Graphics in the Author Center.
• TOG editorial-board information and ACM Digital Library pages anchor the journal identity, but private reviewer assignment details remain visible only inside the manuscript record.