diff --git a/cpp/perspective/src/cpp/server.cpp b/cpp/perspective/src/cpp/server.cpp
index 58f9cad558..b3dd40f3a7 100644
--- a/cpp/perspective/src/cpp/server.cpp
+++ b/cpp/perspective/src/cpp/server.cpp
@@ -1017,17 +1017,32 @@ coerce_to(const t_dtype dtype, const A& val) {
             case DTYPE_BOOL:
                 scalar.set(val == "true");
                 return scalar;
+            case DTYPE_FLOAT32:
+                scalar.set(std::stof(val));
+                return scalar;
             case DTYPE_FLOAT64:
                 scalar.set(std::stod(val));
                 return scalar;
+            case DTYPE_UINT8:
+                scalar.set((std::uint8_t)std::stoul(val));
+                return scalar;
+            case DTYPE_UINT16:
+                scalar.set((std::uint16_t)std::stoul(val));
+                return scalar;
             case DTYPE_UINT32:
                 scalar.set((std::uint32_t)std::stoul(val));
                 return scalar;
             case DTYPE_UINT64:
                 scalar.set((std::uint64_t)std::stoull(val));
                 return scalar;
+            case DTYPE_INT8:
+                scalar.set((std::int8_t)std::stoi(val));
+                return scalar;
+            case DTYPE_INT16:
+                scalar.set((std::int16_t)std::stoi(val));
+                return scalar;
             case DTYPE_INT32:
-                scalar.set(std::stoi(val));
+                scalar.set((std::int32_t)std::stoi(val));
                 return scalar;
             case DTYPE_INT64:
                 scalar.set((std::int64_t)std::stoll(val));
@@ -1946,12 +1961,36 @@ ProtoServer::_handle_request(std::uint32_t client_id, const Request& req) {
                         case DTYPE_BOOL:
                             s->set_bool_(scalar.get<bool>());
                             break;
+                        case DTYPE_FLOAT32:
+                            s->set_float_(scalar.get<float>());
+                            break;
                         case DTYPE_FLOAT64:
                             s->set_float_(scalar.get<double>());
                             break;
+                        case DTYPE_INT8:
+                            s->set_float_((double)scalar.get<std::int8_t>());
+                            break;
+                        case DTYPE_INT16:
+                            s->set_float_((double)scalar.get<std::int16_t>());
+                            break;
+                        case DTYPE_INT32:
+                            s->set_float_((double)scalar.get<std::int32_t>());
+                            break;
                         case DTYPE_INT64:
                             s->set_float_((double)scalar.get<std::int64_t>());
                             break;
+                        case DTYPE_UINT8:
+                            s->set_float_((double)scalar.get<std::uint8_t>());
+                            break;
+                        case DTYPE_UINT16:
+                            s->set_float_((double)scalar.get<std::uint16_t>());
+                            break;
+                        case DTYPE_UINT32:
+                            s->set_float_((double)scalar.get<std::uint32_t>());
+                            break;
+                        case DTYPE_UINT64:
+                            s->set_float_((double)scalar.get<std::uint64_t>());
+                            break;
                         case DTYPE_STR:
                             s->set_string(scalar.get<const char*>());
                             break;
diff --git a/rust/perspective-js/test/arrow/float32.arrow b/rust/perspective-js/test/arrow/float32.arrow
new file mode 100644
index 0000000000..91fdf6e557
Binary files /dev/null and b/rust/perspective-js/test/arrow/float32.arrow differ
diff --git a/rust/perspective-js/test/js/constructors.spec.js b/rust/perspective-js/test/js/constructors.spec.js
index 278da54ae8..93a0036a4e 100644
--- a/rust/perspective-js/test/js/constructors.spec.js
+++ b/rust/perspective-js/test/js/constructors.spec.js
@@ -966,6 +966,19 @@ function validate_typed_array(typed_array, column_data) {
             table.delete();
         });
 
+        test("Arrow float32 constructor", async function () {
+            const table = await perspective.table(arrows.float32_arrow.slice());
+            const view = await table.view();
+            const result = await view.to_columns();
+            expect(result).toEqual({
+                id: [1, 2, 3],
+                name: ["Alice", "Bob", "Charlie"],
+                score: [92.5, 87.30000305175781, 95.80000305175781],
+            });
+            view.delete();
+            table.delete();
+        });
+
         test("Arrow date64 constructor", async function () {
             const table = await perspective.table(arrows.date64_arrow.slice());
             const view = await table.view();
diff --git a/rust/perspective-js/test/js/filters.spec.js b/rust/perspective-js/test/js/filters.spec.js
index 36abecfd73..00ce8eba93 100644
--- a/rust/perspective-js/test/js/filters.spec.js
+++ b/rust/perspective-js/test/js/filters.spec.js
@@ -12,6 +12,7 @@
 
 import { test, expect } from "@finos/perspective-test";
 import perspective from "./perspective_client";
+import * as arrows from "./test_arrows.js";
 
 var yesterday = new Date();
 yesterday.setDate(yesterday.getDate() - 1);
@@ -471,6 +472,37 @@ const datetime_data_local = [
             });
         });
 
+        test.describe("Arrow types", function () {
+            // https://github.com/finos/perspective/issues/2881
+            test("Arrow float32 filters", async function () {
+                const table = await perspective.table(
+                    arrows.float32_arrow.slice()
+                );
+
+                const view = await table.view({ filter: [["score", "<", 93]] });
+                const result = await view.to_columns();
+                expect(result).toEqual({
+                    id: [1, 2],
+                    name: ["Alice", "Bob"],
+                    score: [92.5, 87.30000305175781],
+                });
+
+                const cfg = await view.get_config();
+                expect(cfg).toEqual({
+                    aggregates: {},
+                    columns: ["id", "name", "score"],
+                    expressions: {},
+                    filter: [["score", "<", 93]],
+                    group_by: [],
+                    sort: [],
+                    split_by: [],
+                });
+
+                view.delete();
+                table.delete();
+            });
+        });
+
         test.describe("multiple", function () {
             test("x > 1 & x < 4", async function () {
                 var table = await perspective.table(data);
diff --git a/rust/perspective-js/test/js/test_arrows.js b/rust/perspective-js/test/js/test_arrows.js
index e464fdb038..ce00b3fc07 100644
--- a/rust/perspective-js/test/js/test_arrows.js
+++ b/rust/perspective-js/test/js/test_arrows.js
@@ -71,6 +71,10 @@ export const int_float_str_file_arrow = load_arrow(
     path.join(__dirname, "..", "arrow", "int_float_str_file.arrow")
 );
 
+export const float32_arrow = load_arrow(
+    path.join(__dirname, "..", "arrow", "float32.arrow")
+);
+
 export const date32_arrow = load_arrow(
     path.join(__dirname, "..", "arrow", "date32.arrow")
 );